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• Redesign and Expansion of the SOCR Modeler Project
  To redesign and expand the utility of the [[SOCR]] [http://www.socr.ucla.edu/htmls/SOCR_Mo… …ges and consists of a collection of applets that allow sampling/simulation and model-fitting. It currently allows fitting several distribution, Fourier o…
  6 KB (862 words) - 13:43, 27 March 2017
• Probability and statistics EBook
  …rs, researchers and educators are encouraged to contribute to this project and improve the content of these learning materials. …rmation technology, scientific techniques and modern pedagogical concepts, and is multilingual.
  31 KB (4243 words) - 15:39, 3 September 2014
• SOCR Artistic and Video Project
  ==[[Available_SOCR_Development_Projects | SOCR Project]] - SOCR Artistic and Video Project== …late], [http://socr.ucla.edu/docs/SOCR_Brochure_Integrated_2009.pdf fliers and brochures], organizational charts, graphical designs for applets, web-page…
  4 KB (551 words) - 19:15, 5 August 2011
• SOCR Testing and Quality Assurance Project
  ==[[Available_SOCR_Development_Projects | SOCR Project]] - SOCR Testing and Quality Assurance Project== This project aims to help with testing and quality assurance of all SOCR resources? This will involve looking for pro…
  2 KB (244 words) - 20:55, 23 May 2010
• Extend SOCR Fourier and Wavelet Games
  …le_SOCR_Development_Projects | SOCR Project]] - Extending the SOCR Fourier and Wavelet Games== …ime. This would show the time-signature of the audio file on the top panel and the bottom panel will show the dynamic Fourier or Wavelet signal represent…
  2 KB (320 words) - 15:42, 9 September 2010
• SOCR Course and Training Videos
  == [[SOCR Videos]] - SOCR Courses and Training Videos and Webcasts == See the [[SOCR_Courses|SOCR Courses]] and [[SOCR_News|SOCR News]].
  3 KB (386 words) - 23:11, 14 February 2014
• Statistics for life and health sciences EBook
  Welcome to the UCLA Statistics for the Biomedical and Health Sciences (Stats 13) electronic book (EBook). … this course over the years. Many other instructors, researchers, students and educators have contributed to this EBook.
  4 KB (443 words) - 23:57, 18 March 2013

Page text matches

• Main Page
  * [[SOCR_NewsEventsAnnouncements | SOCR News, Events and Announcements]] * [[SOCR_Partners | SOCR Collaborators and Partners]]
  944 B (131 words) - 21:45, 29 December 2009
• SOCR Docs
  * [[SOCR_Servers | SOCR Servers and Mirrors]]
  465 B (61 words) - 21:33, 29 December 2009
• SOCR EduMaterials
  ** [[Help_pages_for_SOCR_Cartography|SOCR Cartography, GIS mapping and Spatial Statistics]] * [[SOCR Books]] and [[EBook | SOCR AP Statistics Curriculum (EBook)]]
  2 KB (228 words) - 04:40, 13 April 2011
• SOCR EduMaterials Activities
  * [[SOCR_ResamplingSimulation_Activity | SOCR Resampling, Randomization and Simulation * [[SOCR_EduMaterials_Activities_BaseballSalaryWins | SOCR Baseball Salary and Team Success Activity]]
  2 KB (219 words) - 22:27, 21 February 2013
• SOCR News
  ….edu/index.php/SOCR_News '''Since 2023, all SOCR News, Events, Activities, and are tracked on the SOCR UM News site'''] ... …2022 ''Quantum Physics Interface to Data Science, Artificial Intelligence, and Spacekime Analytics''] at the [https://www.aps.org/meetings/ March 2022 AP…
  69 KB (9394 words) - 14:16, 14 October 2023
• SOCR EduMaterials ExperimentsActivities
  * [[SOCR_EduMaterials_Activities_BallAndRunExperiment | SOCR Ball And Urn Experiment]] * [[SOCR_EduMaterials_Activities_RedAndBlackExperiment | SOCR Red And Black Experiment]]
  6 KB (573 words) - 14:03, 15 October 2013
• SOCR EduMaterials AnalysesActivities
  …_AnalysisActivities_ANOVA_2 | SOCR Two-Way Analysis of Variance Activity]] and [[SOCR_Activity_ANOVA_SnailsSexualDimorphism | SOCR 2-Way ANOVA Snails Sex…
  3 KB (333 words) - 05:50, 6 February 2013
• SOCR EduMaterials ModelerActivities
  * [[SOCR_EduMaterials_ModelerActivities_NormalBetaModelFit | Normal and Beta Model Fitting Activity]]
  660 B (79 words) - 19:29, 7 June 2011
• SOCR EduMaterials ChartsActivities
  …PointSegmentation_EM_Mixture | 2D Point Segmentation using SOCR Graphs, EM and Mixture Modeling]] * [[SOCR_EduMaterials_Activities_CardsCoinsSampling | Cards and Coins Sampling Activity]]
  3 KB (285 words) - 19:54, 25 July 2010
• SOCR EduMaterials Evaluations
  If you wish to provide feedback on any of the SOCR data, tools and materials, please visit the [http://forums.stat.ucla.edu/socr SOCR Forum] …
  848 B (106 words) - 17:47, 15 March 2010
• About pages for SOCR Chart
  … to the [[About_pages_for_SOCR_Chart_List | Complete List of SOCR Charts]] and the [[SOCR_Videos_Charts | Charts Video Tutorials]] …or hold on the left mouse button and focus on the area you want to zoom in and grag toward lower_right corner.
  1 KB (212 words) - 18:18, 26 July 2010
• SOCR Help Pages
  … selection. In these cases you can click on the slider, then use the right and left arrow keys for one-number incremental change.**********'''
  1 KB (155 words) - 04:19, 27 November 2013
• About pages for SOCR Distributions
  …[SOCR_EduMaterials_DistributionsActivities | Distribution Activities]] and and the [[SOCR_Videos_Distributions | Distribution Video Tutorials]].
  19 KB (2518 words) - 01:02, 7 February 2010
• SOCR Events SOCR CAUSEway Workshop2007
  …tle: Pedagogical Utilization of SOCR and CAUSEweb Resources in Probability and Statistics Courses == == Workshop Summary and Goals ==
  16 KB (2232 words) - 22:29, 5 January 2011
• SOCR EduMaterials Activities ConfidenceIntervals
  …le-size, confidence level, the size of the constructed confidence interval and the practical utilization of Confidence Intervals in statistical data anal… Chose the confidence level (α), the sample-size and the number of experiments (see the image below). Click on the <nowiki><STE…
  4 KB (513 words) - 06:03, 24 November 2009
• Available SOCR Development Projects
  …n. We have only limited resources to support software and tool development and most people proposing a development project (from this list or novel inves… …tp://www.socr.umich.edu/html/SOCR_Research.html SOCR Current R&D Projects] and [https://socr.umich.edu/docs/uploads/2021/SOCR_MDP_2021_Projects.pdf SOCR-…
  3 KB (396 words) - 17:57, 12 December 2020
• SOCR ProposalSubmissionGuidelines
  ==This [[SOCR]] Wiki page describes the protocol for writing and submitting a SOCR proposal== ** These are projects that propose to design and disribute new [[SOCR]] educational materials (e.g., [[SOCR_EduMaterials]])
  3 KB (383 words) - 23:03, 23 May 2011
• SOCR-R Interface Development Project
  …op an agile and functional interface between the Java-based SOCR utilities and the C++/C-based R tools, that allows [[SOCR]] to utilize variety of R reso… …': Research these two projects ([[SOCR]] and [http://www.r-project.org R]) and consider drafting a project specification with details on what, when, how,…
  2 KB (386 words) - 20:01, 8 December 2009
• SOCR EduMaterials Activities Poisson Distribution
  * '''Exercise 1:''' Use SOCR to graph and print the distribution of a Poisson random variable with <math> \lambda=2 … * '''Exercise 2:''' Use SOCR to graph and print the distribution of a Poisson random variable with <math> \lambda=15…
  2 KB (364 words) - 16:57, 11 December 2013
• SOCR Internationalization Project
  …he available languages, type of resource translation, allow easy extension and require low maintenance. … in as many languages as possible. This framework should be easy to update and revise - for example if better translators for certain languages become av…
  3 KB (437 words) - 20:01, 8 December 2009
• Redesign and Expansion of the SOCR Modeler Project
  To redesign and expand the utility of the [[SOCR]] [http://www.socr.ucla.edu/htmls/SOCR_Mo… …ges and consists of a collection of applets that allow sampling/simulation and model-fitting. It currently allows fitting several distribution, Fourier o…
  6 KB (862 words) - 13:43, 27 March 2017
• SOCR EduMaterials ModelerActivities MixtureModel 1
  This is a SOCR Activity that demonstrates random sampling and fitting of mixture models to data …plicated processes. Extensive demonstrations of mixture modeling in 1D, 2D and 3D are available on the [[SOCR_EduMaterials_Activities_2D_PointSegmentatio…
  7 KB (1044 words) - 22:10, 19 December 2009
• SOCR EduMaterials Activities GeneralCentralLimitTheorem
  …_sim/sampling_dist/ RVLS CLT applet] by extending the applet functionality and providing the capability of sampling from any [[About_pages_for_SOCR_Distr… * Motivate and facilitate learning of the [[AP_Statistics_Curriculum_2007_Limits_CLT | CL…
  9 KB (1381 words) - 17:11, 12 February 2020
• SOCR EduMaterials Activities GCLT Applications
  …nt. You may find it useful going back abd forth between these applications and the formal CLT activity. …, the CLT-based calculation is less intense and more appealing to students and trainees, compared to computing the exact probability.
  11 KB (1717 words) - 15:25, 24 May 2010
• SOCR Partners
  == [http://wiki.stat.ucla.edu/socr SOCR Wiki] - SOCR Collaborators and Partners == …s that involved exchange of ideas, resources, tools, educational materials and listings of resources.
  3 KB (432 words) - 17:03, 2 September 2010
• SOCR Media
  …Newsletter] profiled SOCR faculty, summarized SOCR accomplishments, awards and publications in its [http://moments.stat.ucla.edu/ss08/Spring-Summer-2008.… …oid.ucla.edu/edtech/bpcaward/2008-video-christou (video-stream) Interview] and an [http://www.today.ucla.edu/campus/080520_online_stats-aid/ UCLA Today] …
  4 KB (527 words) - 19:10, 30 January 2018
• SOCR EduMaterials Activities 2D PointSegmentation EM Mixture
  …ials - Activities]] - SOCR Activity Demonstrating Expectation Maximization and Mixture Modeling == This activity demonstrates mixture modeling and expectation maximization (EM) applied to the problem of 2D point cluster s…
  12 KB (1803 words) - 21:01, 25 May 2016
• SOCR Wiki Educational Materials Expansion Project
  …uMaterials | SOCR Activities]] with new modular or meta hands-on exercises and activities that utilize the available [http://www.socr.ucla.edu SOCR tools… …strate the power of various statistical techniques, experimental processes and interactive Java applets.
  4 KB (608 words) - 21:58, 25 July 2011
• SOCR EduMaterials Activities CardExperiment
  … an interval from 1 to 13 where 1 represents ace, 11 as jack, 12 as queen, and 13 as king. The suits are either 0 (clubs), 1(diamonds), 2(hearts), or 3(s… …awer, a black pen from the pencil box, a plastic cup in the kitchen, etc.) and enforce the knowledge of these events.
  6 KB (986 words) - 17:06, 19 November 2009
• Power Analysis for Normal Distribution
  …n of the null (mu_0) and alternative (mu_A) hypothesis, significance level and hypothesis type). …deviation, mean of the null and alternative hypothesis, significance level and hypothesis type).
  5 KB (702 words) - 21:55, 6 July 2012
• SOCR EduMaterials Activities BetaEstimateExperiment
  …distribution, the Beta Estimate Experiment illustrates the effects of bias and precision in parameter estimation. …ns defined on an interval differing in the values of the two parameters, a and 1. This experiment is to generate a random sample <math>X_1, X_2, ..., X_n…
  5 KB (719 words) - 13:38, 3 September 2014
• SOCR EduMaterials Activities CoinfidenceIntervalExperiment
  … experiment randomly samples from a N(μ=0, σ²=1) distribution and constructs a confidence interval for the mean (μ). Note how confidence in… … level and sample-size on the size of the constructed confidence interval, and utilizing this experiment when sampling from almost all symmetric unimodal…
  3 KB (485 words) - 00:53, 1 June 2011
• SOCR EduMaterials Activities ChuckALuckExperiment
  …ach update. Random variable W gives the gambler’s net profit on a $1 bet and it is recorded in the first table after each run. …Also, the empirical density of W is shown in red in the second picture box and it is recorded in the second table.
  5 KB (809 words) - 00:11, 2 November 2012
• SOCR EduMaterials AnalysisActivities NormalPower
  …articular, it shows how to use Power Analysis Tool for Normal Distribution and how to read the results. === …s, standard deviation, and significance level. The power will be computed, and graph of power will be provided. Normal curves of the data, as well as the…
  3 KB (437 words) - 14:59, 18 December 2013
• SOCR Videos
  * [[SOCR_Videos_General | General SOCR Video Tutorials and Animations]] * [[SOCR Course and Training Videos| Course and Training Videos]]
  2 KB (240 words) - 12:54, 5 October 2018
• SOCR Videos General
  == [[SOCR Videos]]: General SOCR Video Tutorials and Animations == …a Analytics Workshop], webcast [https://youtu.be/_VOcmj0PrhQ Video Part 1] and [https://youtu.be/GZBCXcsa80o Video Part 2].
  2 KB (361 words) - 21:10, 4 January 2019
• SOCR EduMaterials Activities RouletteExperiment
  …nd 1-36. Slots 00 and 0 are green. Half of the slots numbered 1-36 are red and half are black. The experiment consists of rolling a ball in a groove in t… Bet on 1: this is an example of a straight bet, and the bet pays 35:1
  5 KB (746 words) - 21:44, 21 December 2010
• Probability and statistics EBook
  …rs, researchers and educators are encouraged to contribute to this project and improve the content of these learning materials. …rmation technology, scientific techniques and modern pedagogical concepts, and is multilingual.
  31 KB (4243 words) - 15:39, 3 September 2014
• SOCR EduMaterials Activities SamplingDistributionCLTExperiment
  …d their corresponding sample counterparts. For example, population mean/SD and sample mean/SD, symmetry, distribution shape, etc. …, sample, sample distribution, sampling distribution, parameter estimator, and data-driven numerical parameter estimate are reinforced.
  4 KB (574 words) - 15:32, 27 May 2010
• SOCR EduMaterials Activities Uniform E EstimateExperiment
  …bution on (0, 1)]. The distribution density is shown in blue in the graph, and on each update, the sample density is shown in red. On each update, the fo… …he [http://www.socr.ucla.edu/htmls/SOCR_Experiments.html SOCR Experiments] and select the '''Uniform E-Estimate Experiment''' from the drop-down list of …
  4 KB (576 words) - 23:31, 1 November 2012
• SOCR EduMaterials AnalysisActivities SLR
  …cal Computing. In particular, it shows how to use Simple Linear Regression and how to interpret the results. === … independent variable and one dependent variable, both being quantitative, and models the relationship between them.
  6 KB (911 words) - 19:24, 13 August 2012
• AP Statistics Curriculum 2007 IntroVar
  …ct. The table below shows the demographic characteristics for the subjects and patients included in this study, where the following notation is used M: m… Models and strategies for solving problems and understanding data and inferences.
  5 KB (705 words) - 17:48, 31 March 2013
• EBook Problems Prob Count
  …r. Let Y = the probability that both of your cards are diamonds. Compare X and Y.
  626 B (100 words) - 20:52, 10 February 2010
• SOCR EduMaterials AnalysisActivities OneT
  …duMaterials_AnalysisActivities_TwoPairedSign Two Paired Sample Sign Test], and [http://wiki.stat.ucla.edu/socr/index.php/SOCR_EduMaterials_AnalysisActivi… On the right panel, first click on '''EXAMPLE 1''' and next click on "Data" to retrieve the demonstrated example. Note that for t…
  4 KB (625 words) - 03:34, 8 November 2012
• SOCR EduMaterials AnalysisActivities Wilcoxon
  …ple. This example is based on the data taken from "Mathematical Statistics and Data Analysis" by John A. Rice, Second Edition, Ducbury Press, 1995. (Page… On the right panel, first click on '''EXAMPLE 1''' and next click on "Data" to retreive the demonstrated example. This is the exa…
  3 KB (402 words) - 18:08, 2 April 2010
• SOCR EduMaterials AnalysisActivities ANOVA 2
  …er, disease severity, etc.) Subjects are grouped by one demographic-factor and then randomly assigned one treatment-factor (hence two-way!) …tivational example demonstrating the need and utilization of 2-Way designs and analyses [http://www.uwsp.edu/psych/stat/13/anova-2w.htm can be found here…
  5 KB (769 words) - 23:55, 28 November 2012
• AP Statistics Curriculum 2007 IntroUses
  …culum_2007 | General Advance-Placement (AP) Statistics Curriculum]] - Uses and Abuses of Statistics ==Uses and Abuses of Statistics==
  7 KB (953 words) - 15:41, 3 April 2013
• AP Statistics Curriculum 2007 IntroDesign
  …lum_2007 | General Advance-Placement (AP) Statistics Curriculum]] - Design and Experiments …makes sense in studies where variation, chance and uncertainly are present and unavoidable. Data, or information, is typically collected in regard to a s…
  9 KB (1243 words) - 19:22, 28 December 2010
• AP Statistics Curriculum 2007 IntroTools
  ==Statistics with Tools (Calculators and Computers)== …programs that automate these calculations for greater efficiency, accuracy and consistency in applying the model to larger datasets.
  8 KB (1214 words) - 15:54, 5 April 2013
• AP Statistics Curriculum 2007 Format
  …n the [[SOCR_EduMaterials_GuidelinesWikiEditing |SOCR Wiki Editing Guide]] and the instructions below when expanding, revising or improving the materials… * '''Motivation/Problem''': A real data set and fundamental challenge.
  1 KB (124 words) - 05:06, 24 July 2011
• AP Statistics Curriculum 2007 EDA Freq
  … The 30^th percentile is the value (measurement) bound above 30% and below 70% of the observations from a process. …ial cases of percentiles for Q₁=25%, Q₂=50% (median) and Q₃=75%.
  3 KB (418 words) - 18:50, 28 June 2010
• AP Statistics Curriculum 2007 EDA Pics
  There are [[SOCR_EduMaterials_ChartsActivities | a variety of graphs and plots]] that may be used to display data. … also classified by type: ''beef'', ''poultry'', and ''meat'' (mostly pork and beef, but up to 15% poultry meat). For now we will focus on the calories …
  6 KB (884 words) - 15:55, 29 June 2010
• AP Statistics Curriculum 2007 EDA Center
  … '''Shape'''. The main measures of centrality are '''mean''', '''median''' and '''mode'''. …n carry an experiment by randomly selecting eight male statistics students and ask them to perform the standing long jump. In reality every student part…
  10 KB (1525 words) - 02:04, 2 May 2013
• AP Statistics Curriculum 2007 EDA Var
  ===Measures of Variation and Dispersion=== …n carry an experiment by randomly selecting eight male statistics students and ask them to perform the standing long jump. In reality every student part…
  7 KB (988 words) - 22:25, 16 November 2011
• AP Statistics Curriculum 2007 EDA Shape
  ** We can use the [[AP_Statistics_Curriculum_2007_EDA_Center | mean and median]] to help interpret the shape of a distribution. For an unimodal di… Collect data, draw the sample histogram or dot-plot and classify the shape of the distribution accordingly. Also, if unimodal, cl…
  2 KB (332 words) - 21:14, 4 June 2010
• AP Statistics Curriculum 2007 EDA Plots
  …that should be employed in concert on the same set of data to make a valid and robust inference. The objectives of EDA are to: * Support the selection of appropriate statistical tools and techniques
  2 KB (255 words) - 16:50, 28 June 2010
• AP Statistics Curriculum 2007 Prob Basics
  … the first definition of ''probability''. This manuscript was only in 1576 and then printed in 1663. …espondence between Pascal and Fermat led to the formulation of probability and expectation.
  14 KB (2221 words) - 13:22, 13 April 2018
• AP Statistics Curriculum 2007 Prob Rules
  …older weather (C) is 30%, chance of rain (R) and colder weather (C) is 15% and the chance of rain or colder weather is 75%. What is the chance of rain. T… …Y}(x,y)\). If ''A'' and ''B'' (non-trivial) are subsets of the ranges of X and Y (e.g., intervals), then:
  13 KB (2177 words) - 15:46, 19 April 2013
• AP Statistics Curriculum 2007 Prob Simul
  …rt lands inside A, under certain conditions (e.g., the dart must land in S and each location of S is equally likely to be hit by the dart)? …robability) of the set (or event) A. For the instance of throwing 15 darts and having 7 land inside of A, the simulation-based estimate of the area (or p…
  9 KB (1438 words) - 14:00, 15 October 2013
• AP Statistics Curriculum 2007 Prob Count
  …(repetitions allowed). For example, if you have the letters A, B, C, and D and you wish to discover the number of ways to arrange them in three letter pa… …ny of the four values, for the second slot you can choose any of the four, and for the final slot you can choose any of the four letters. Multiplying the…
  16 KB (2509 words) - 01:52, 17 April 2013
• AP Statistics Curriculum 2007 Distrib RV
  … General Advance-Placement (AP) Statistics Curriculum]] - Random Variables and Probability Distributions== …dom. So, instead of studying the raw outcomes of experiments (e.g., define and compute probabilities), most of the time we study (or compute probabilitie…
  14 KB (2166 words) - 18:44, 18 March 2016
• AP Statistics Curriculum 2007 Distrib Binomial
  …ent (AP) Statistics Curriculum]] - Bernoulli and Binomial Random Variables and Experiments== …st common notations of the outcomes of a Bernoulli process are ''success'' and ''failure'', even though these outcome labels should not be construed lite…
  8 KB (1170 words) - 18:21, 2 February 2011
• AP Statistics Curriculum 2007 Distrib Dists
  …rriculum]] - Geometric, HyperGeometric, Negative Binomial Random Variables and Experiments== : Let r=(1-p), then p=(1-r) and <math>\sum_{k=0}^{n} p(1-p)^k = \begin{align}
  27 KB (4076 words) - 19:41, 23 June 2012
• AP Statistics Curriculum 2007 Distrib Poisson
  … Advance-Placement (AP) Statistics Curriculum]] - Poisson Random Variables and Experiments== === Poisson Random Variables and Experiments===
  7 KB (1135 words) - 16:52, 3 February 2012
• AP Statistics Curriculum 2007 Normal Std
  …Advance-Placement (AP) Statistics Curriculum]] - Standard Normal Variables and Experiments== …y are these two functions, <math>f(x), \Phi(y)</math> well-defined density and distribution functions, i.e., <math>\int_{-\infty}^{\infty} {f(x)dx}=1</ma…
  6 KB (845 words) - 16:34, 8 February 2012
• AP Statistics Curriculum 2007 Normal Prob
  …-Placement (AP) Statistics Curriculum]] - Non-Standard Normal Distribution and Experiments: Finding Probabilities== …s of symmetric intervals around the origin on x-axis, relative to its mean and variance, as the [[AP_Statistics_Curriculum_2007_Normal_Std |Standard Norm…
  9 KB (1377 words) - 15:54, 3 May 2013
• AP Statistics Curriculum 2007 Normal Critical
  …-Placement (AP) Statistics Curriculum]] - Non-Standard Normal Distribution and Experiments: Finding Critical Values== === Non-Standard Normal Distribution and Experiments: Finding Scores (Critical Values)===
  4 KB (505 words) - 15:56, 3 May 2013
• AP Statistics Curriculum 2007 Limits CLT
  …g of the genome, each lab selects a random segment of 1,000,000 base-pairs and counts the number of ATC codons in every segment of 10,000 base-pairs (the… …, the CLT expresses the fact that any sum or average of (many) independent and identically-distributed random variables will tend to be distributed accor…
  7 KB (1113 words) - 20:17, 28 June 2010
• AP Statistics Curriculum 2007 Limits LLN
  … number of repetitions converges towards ''p'' as the number of (identical and independent) experiments increases. This is an informal statement of the L… … parallels between the formal LLN statements (in terms of sample averages) and the frequent interpretations of the LLN (in terms of probabilities of vari…
  6 KB (977 words) - 16:49, 17 February 2012
• AP Statistics Curriculum 2007 Limits Norm2Bin
  …)=p(1-p)</math>. Then <math>E(Y)=np</math>, <math>Var(Y)=np(1-p)</math> and <math>SD(Y)= \sqrt{np(1-p)}</math>. If we use the [[AP_Statistics_Curricul… …Statistics_Curriculum_2007_Limits_CLT | CLT]], <math>Z \sim N(0, 1)</math> and <math>Y \sim N [\mu=np, \sigma^2={np(1-p)}]</math>.
  5 KB (803 words) - 02:46, 12 February 2011
• AP Statistics Curriculum 2007 Limits Poisson2Bin
  : <math>n \geq 20</math> and <math>p \leq 0.05</math>. …ution]] can be approximated well by Poisson when <math> n </math> is large and <math> p </math> is small with <math> np < 10 </math>, as stated above. T…
  2 KB (344 words) - 17:06, 28 June 2010
• AP Statistics Curriculum 2007 Limits Bin2HyperG
  …riculum_2007_Distrib_Dists | <math>X \sim Hypergeometric(m, N, n)</math>]] and <math>p=m/N</math>. …If <math>N</math> and <math>m</math> are large compared to <math>n</math>, and <math>p</math> is not close to 0 or 1, then <math>P(X \le x) \approx P(Y \…
  2 KB (350 words) - 20:22, 28 June 2010
• AP Statistics Curriculum 2007 Limits Norm2Poisson
  …>x_o</math> is a non-negative integer, <math>X\sim Poisson(\lambda)</math> and <math>U\sim Normal(\mu=\lambda, \sigma^2=\lambda</math>), then <math>P_X(X… …hour the number of cars that arrive at this parking lot will be between 54 and 62. We can compute this as follows:
  4 KB (513 words) - 13:49, 18 September 2014
• AP Statistics Curriculum 2007 Estim L Mean
  This section discusses how to find point and interval estimates when the sample-sizes are large. For most applications,… … a ''<math>(1-\alpha)100</math>% confidence interval'' for that parameter, and the ends of the CI are called ''confidence limits''. For example, a 95% co…
  8 KB (1160 words) - 17:31, 20 May 2011
• AP Statistics Curriculum 2007 Estim S Mean
  …pically < 30 observations. Naturally, the point estimates are less precise and the interval estimates produce wider intervals, compared to the case of [[… …an, we must have evidence that the data we observed and used for the point and interval estimates come from a distribution which is (approximately) ''Nor…
  8 KB (1070 words) - 17:06, 18 May 2011
• AP Statistics Curriculum 2007 Estim Proportion
  …, we will modify the '''sample-proportion''' <math>\hat{p}</math> slightly and obtain the '''corrected-sample-proportion''' <math>\tilde{p}</math>: The confidence intervals for the sample proportion <math>\hat{p}</math> and the corrected-sample-proportion <math>\tilde{p}</math> are given by
  7 KB (1105 words) - 01:32, 11 March 2011
• AP Statistics Curriculum 2007 Estim Var
  In manufacturing, and many other fields, controlling the amount of variance in producing machine… === Point Estimates of Population Variance and Standard Deviation===
  6 KB (901 words) - 16:55, 27 February 2012
• AP Statistics Curriculum 2007 Hypothesis Basics
  …cal model and the empirical observations''. This is accomplished by asking and answering a hypothetical question. What is the likelihood of the observed … …t per minute, then the suitcase is not compatible with the null hypothesis and there must be other factors responsible to produce the increased radioacti…
  13 KB (1875 words) - 17:54, 18 November 2015
• AP Statistics Curriculum 2007 Hypothesis L Mean
  … saw [[AP_Statistics_Curriculum_2007_Estim_L_Mean | how to construct point and interval estimates for the population mean in the large sample case]]. Now… : and <math>z_{\alpha\over 2}</math> is the [[AP_Statistics_Curriculum_2007_Norm…
  7 KB (1035 words) - 15:54, 22 May 2013
• AP Statistics Curriculum 2007 Hypothesis S Mean
  : and <math>t_{df=n-1, {\alpha\over 2}}</math> is the [[AP_Statistics_Curriculum… * If the population is Normally distributed and we know the population variance, then the [http://en.wikipedia.org/wiki/Hy…
  6 KB (914 words) - 04:42, 7 June 2013
• AP Statistics Curriculum 2007 Hypothesis Proportion
  …, we will modify the '''sample-proportion''' <math>\hat{p}</math> slightly and obtain the '''corrected-sample-proportion''' <math>\tilde{p}</math>: …ks. He randomly recruits 500 subjects with evidence of early heart disease and has them take one aspirin daily for two years. At the end of the two year…
  6 KB (927 words) - 00:22, 24 April 2013
• AP Statistics Curriculum 2007 Infer 2Means Dep
  … sample]]. Now, we show how to do hypothesis testing comparing two samples and we begin with the simple case of paired samples. … a direct relationship. For example, measure the weight of subjects before and after a six month diet.
  14 KB (2021 words) - 20:05, 17 June 2013
• AP Statistics Curriculum 2007 Infer 2Means Indep
  …surements are individually independent from each other within their groups and the groups are independent. The groups may be drawn from different populat… …en two group means. Suppose {<math>X_1, X_2, X_3, \cdots , X_{n_1}</math>} and {<math>Y_1, Y_2, Y_3, \cdots , Y_{n_2}</math>} represent the two independe…
  15 KB (2240 words) - 23:23, 14 February 2014
• AP Statistics Curriculum 2007 Infer BiVar
  …s_Curriculum_2007_Hypothesis_Var | section on inference about the variance and the standard deviation]], we already learned how to do inference on either… …unbiased point estimate for the population variance <math>\sigma^2</math>, and similarly, the [[AP_Statistics_Curriculum_2007_EDA_Var | sample-standard-d…
  7 KB (1067 words) - 14:50, 14 February 2014
• AP Statistics Curriculum 2007 Infer 2Proportions
  …and {<math>Y_1, Y_2, Y_3, \cdots, Y_k</math>}, where each <math>X_i</math> and <math>Y_i</math> represents whether the ''i^th'' observation in … 1,& \texttt{Characteristic-present}.\end{cases}</math> and <math>Y_i = \begin{cases}0,& \texttt{Characteristic-absent},\\
  6 KB (919 words) - 17:30, 28 June 2010
• AP Statistics Curriculum 2007 GLM Corr
  …X,Y'') - for example, the [[SOCR_Data_Dinov_020108_HeightsWeights | height and weight of individuals]]. There are 3 types of lines in 2D planes - Vertical Lines, Horizontal Lines and Oblique Lines. In general, the mathematical representation of lines in 2D …
  14 KB (2016 words) - 14:49, 15 August 2016
• AP Statistics Curriculum 2007 GLM Regress
  …X,Y'') - for example, the [[SOCR_Data_Dinov_021708_Earthquakes | Longitude and Latitude of the SOCR Earthquake dataset]]. There are 3 types of lines in 2D planes - Vertical Lines, Horizontal Lines and Oblique Lines. In general, the mathematical representation of lines in 2D …
  8 KB (1271 words) - 19:25, 13 August 2012
• AP Statistics Curriculum 2007 GLM Predict
  …_2007 | General Advance-Placement (AP) Statistics Curriculum]] - Variation and Prediction Intervals == …ave again ''n'' pairs ''(X,Y)'', {<math>X_1, X_2, X_3, \cdots, X_n</math>} and {<math>Y_1, Y_2, Y_3, \cdots, Y_n</math>}, of observations of the same pro…
  5 KB (809 words) - 20:54, 28 June 2010
• AP Statistics Curriculum 2007 GLM MultLin
  …as a model, of the relationship between one '''dependent''' variable ''Y'' and many '''independent''' variables ''X''_''i'', ''i'' = 1, ..., ''… The coefficient <math>\beta_0</math> is the intercept ("constant" term) and <math>\beta_i</math>s are the respective parameters of the '' p'' independ…
  23 KB (3584 words) - 00:02, 2 May 2013
• AP Statistics Curriculum 2007 Contingency Fit
  …most situations, the data histogram or frequency histogram may be obtained and the Chi-Square Test may be applied to these (frequency) values. This test … …it Test may also be applied to discrete distributions such as the Binomial and the Poisson. The Kolmogorov-Smirnov Test is restricted to continuous distr…
  10 KB (1454 words) - 19:07, 4 April 2013
• AP Statistics Curriculum 2007 Contingency Indep
  …-Placement (AP) Statistics Curriculum]] - Contingency Tables: Independence and Homogeneity == === Contingency Tables: Independence and Homogeneity ===
  10 KB (1503 words) - 21:12, 28 June 2010
• AP Statistics Curriculum 2007 Preface
  …ta-driven, graphical and completely reproducible by educators, researchers and students. … in this book can be freely used, tested and reproduced by anyone, anytime and anywhere, provided access to the Internet via a modern web-browser is avai…
  4 KB (613 words) - 16:20, 16 July 2010
• AP Statistics Curriculum 2007 IntroTools Data1
  …plete data table is also available online]. These data represent the means and standard deviations of the [http://en.wikipedia.org/wiki/Magnetic_resonanc… …ain Tissue Assessment in the Elderly and Demented Population: Construction and Validation of a Sub-Volume Probabilistic Brain Atlas], [http://www.science…
  3 KB (344 words) - 15:52, 5 April 2013
• AP Statistics Curriculum 2007 NonParam 2MedianPair
  …Chapter_VIII:_Hypothesis_Testing | parametric tests that we saw earlier]], and are applicable when the distribution of the data is unknown. …h'' and ''without'' renal failure. A relative risk of 1.0 means no effect, and relative risk <math>\not= 1</math> suggests beneficial or detrimental effe…
  16 KB (2045 words) - 20:15, 6 August 2010
• AP Statistics Curriculum 2007 NonParam 2MedianIndep
  …Chapter_VIII:_Hypothesis_Testing | parametric tests that we saw earlier]], and they are applicable when the distribution of the data is unknown. …ations in each (independent) group. Test using <math>\alpha = 0.05</math>, and be sure to check any necessary assumptions for the validity of your test.
  7 KB (1099 words) - 21:05, 28 June 2010
• AP Statistics Curriculum 2007 NonParam 2PropIndep
  If the samples are independent and we are interested in the differences in the proportions of subjects of the… …eatment. The test requires the same subjects to be included in the before- and after-treatment measurements (matched pairs).
  5 KB (787 words) - 17:41, 28 June 2010
• AP Statistics Curriculum 2007 NonParam ANOVA
  …tudents are randomly assigned to be taught with four different techniques, and their achievement test scores are recorded. Are the distributions of test … The small sample sizes and the lack of distribution information of each sample illustrate how ANOVA m…
  5 KB (808 words) - 21:06, 28 June 2010
• SOCR EduMaterials AnalysisActivities MLR
  …l Computing. In particular, it shows how to use Multiple Linear Regression and how to read the output results. === … and one dependent and one or more variable, both sets being quantitative, and models the relationship between them. SOCR has another activity set for Si…
  7 KB (1126 words) - 17:08, 24 September 2012
• SOCR Data
  …types of data - '''simulated''' (computer-generated using random sampling) and '''observed''' (research, observationally or experimentally acquired). …ch experiment reports random outcomes, sample and population distributions and summary statistics.
  10 KB (1277 words) - 12:16, 6 September 2018
• SOCR EduMaterials AnalysisActivities Friedman
  '''1.''' The data of this example has 4 groups: A, B, C and D. Click on "''' Friedman's Test'''" from the combo box in the left panel. …e the current groups and start over, simply go to the '''Mapping''' button and take the groups you want.
  3 KB (470 words) - 20:14, 10 January 2013
• SOCR EduMaterials AnalysisActivities Chi Goodness
  …et]. This example is based on the data taken from "Mathematical Statistics and Data Analysis" by John A. Rice, Second Edition, Ducbury Press, 1995, Page … …e the current groups and start over, simply go to the '''Mapping''' button and take the groups you want.
  2 KB (347 words) - 23:08, 30 January 2013
• SOCR EduMaterials AnalysisActivities Fisher Exact
  … 2 by 2 for our example. (Note that you can also change the number of rows and/or columns by clicking on the combo box.) Type in numbers into the cells. You can also change the text of the row and column names from "Row 1" etc., to something you like.
  4 KB (639 words) - 19:40, 22 June 2010
• SOCR Videos Charts
  …/v/svnfuqXJz3M YouTube video of the California Ozone Pollution: Geographic and Time Effects on Health Activity using SOCR Motion Charts].
  902 B (135 words) - 16:08, 14 July 2010
• UQuadraticDistribuionAbout
  …parameters (domain-support, a and b) and (range/offset <math>\alpha</math> and <math>\beta</math>) are given by the following two equations <center>(gravitational balance center) <math>\beta = {b+a \over 2}</math>, and
  3 KB (379 words) - 19:15, 28 December 2009
• CVS log for developer
  *Added observer for all textField and chcekbox on the left side *improving paste function in chart and analysis
  36 KB (3794 words) - 18:11, 26 August 2011
• SOCR EduMaterials AnalysesCommandLine
  …p/socr/downloads/detail?name=SOCR_CD.zip SOCR CD including all executables and HTML pages for offline invocation]. …vo (2009). [http://www.jstatsoft.org/v30/i03 SOCR Analyses: Implementation and Demonstration of a New Graphical Statistics Educational Toolkit]. JSS, Vol…
  4 KB (438 words) - 21:27, 27 August 2010
• AP Statistics Curriculum 2007 EDA DataTypes
  …t to characterize the US population, we can take a sample (poll or survey) and the summaries that we obtain from the sample (e.g., mean age, race, income… …luence our decision on how to collect, explore, analyze and interpret data and results. For example, we can carry arithmetic (e.g., average) on quantitat…
  4 KB (608 words) - 18:49, 28 June 2010
• AP Statistics Curriculum 2007 EDA Statistics
  …riables are always denoted by capital letters (e.g., ''X, Y, U, W'', etc.) and specific measurements (an instance of a data sample) are denoted by lower-… …he sample using the corresponding '''sample-statistics''' (sample-averages and sample-variances).
  3 KB (400 words) - 18:59, 28 June 2010
• AP Statistics Curriculum 2007 Distrib MeanVar
  …eneral Advance-Placement (AP) Statistics Curriculum]] - Expectation (Mean) and Variance== …rrying this allele? These questions will be answered by computing the mean and the variance (or standard deviation) for this process.
  13 KB (2145 words) - 15:00, 21 May 2015
• SOCR Data Dinov 020108 HeightsWeights
  == [[SOCR_Data |SOCR Data]] - 25,000 Records of Human Heights (in) and Weights (lbs)== …x|thumbnail|right| [http://en.wikipedia.org/wiki/Human_height Human Height and Weight] ]]
  7 KB (558 words) - 23:14, 28 October 2017
• AP Statistics Curriculum 2007 StudentsT
  …r the statistical significance of the difference between two sample means, and for confidence intervals for the difference between two population means. …nt random variables that are Normally distributed with expected value &mu; and variance &sigma;². Let
  7 KB (1002 words) - 00:24, 11 March 2011
• AP Statistics Curriculum 2007 Usage
  …| General Advance-Placement (AP) Statistics Curriculum]] - E-Book Learning and Instructional Usage … Statistics EBook. The following are the most common means for interacting and searching the SOCR Statistics EBook:
  3 KB (406 words) - 20:59, 4 June 2010
• AP Statistics Curriculum 2007 ANOVA 1Way
  …idity |Independent T-test]]. Now, we expand our inference methods to study and compare ''k'' independent samples. In this case, we will be decomposing th… …rials_Activities_BoxAndWhiskerChart | SOCR Box-and-Whisker Plot Activity]] and [[SOCR_EduMaterials_Activities_DotChart | Dot Plot Activity]]), we can gen…
  14 KB (2066 words) - 17:02, 14 March 2012
• AP Statistics Curriculum 2007 ANOVA 2Way
  …onomic indicator that measures the average price changes of consumer goods and services. …y, we have two-factors that may explain the dynamics of the CPI - ''year'' and ''item-type''.
  15 KB (2029 words) - 19:36, 6 October 2010
• 062510
  … this activity can be found here]] and is more appropriate for high school and college students. * Demonstrate real data manipulations and graphical data interpretation
  18 KB (1992 words) - 18:38, 8 September 2010
• SOCR Data Dinov 021808 ConsumerPriceIndex3Way
  …r price indices (CPIs) for the following items for each month between 1981 and 2007. ** U.S. Food and Beverages - CUUR0000SAf
  52 KB (4065 words) - 19:20, 25 January 2010
• AP Statistics Curriculum 2007 Distrib Multinomial
  …ance-Placement (AP) Statistics Curriculum]] - Multinomial Random Variables and Experiments== The multinomial experiments (and multinomial distributions) directly extend their [[AP_Statistics_Curriculu…
  9 KB (1322 words) - 01:41, 17 April 2013
• SOCR EduMaterials AnalysesCommandLineMultiRegression
  …ir interactions, are specified by: "-regressors Var1,Var2,Var3,Var1*Var2", and so on. * Example: Edit a new file (MultiRegressionCSV.csh) using any editor and paste this inside (make sure the file has executable permissions). Some op…
  3 KB (451 words) - 02:40, 27 July 2011
• SOCR Data Dinov 030708 APExamScores
  ===2007 AP Exam Scores (Genders and Grace Levels)=== …mbers of students taking different AP exams, their scores and grade levels and genders.
  78 KB (3055 words) - 05:56, 8 November 2011
• AP Statistics Curriculum 2007 Estim MOM MLE
  …General Advance-Placement (AP) Statistics Curriculum]] - Method of Moments and Maximum Likelihood Estimation== Suppose we flip a coin 8 times and observe the number of heads (successes) in the outcomes. How would we esti…
  12 KB (1881 words) - 17:03, 18 May 2011
• SOCR Data Dinov 042108 Antarctic IceThicknessMawson
  …asp Mawson], [http://www.aad.gov.au/asset/webcams/casey/default.asp Casey] and [http://www.aad.gov.au/asset/webcams/davis/default.asp Davis]. Number of d… …ts can be extrapolated to encompass large-scale ocean-atmosphere processes and potentially, global climate change.
  126 KB (7132 words) - 00:11, 28 June 2010
• Formulas
  …here <math>x_1+x_2+\cdots+x_k=n</math>, <math>p_1+p_2+\cdots+p_k=1</math>, and <math>0 \le x_i \le n, 0 \le p_i \le 1</math>. …al f(z)\over \partial z} \right\}\right]_{z=0} , x>0</math> Where f(z) and g(z) are pgf , <math>\left[{\partial ^{x-1} \over \partial z^{x-1} } \le…
  40 KB (6184 words) - 13:03, 18 January 2011
• About pages for SOCR Applications
  …e for college-level learning and teaching of applied statistics, economics and social studies.
  3 KB (377 words) - 16:50, 12 April 2016
• SOCR Events ISIW Aug2009
  …== SOCR Resources for Data Interaction, Discovery and Learning Probability and Statistics=== …study-designs, data-acquisition, data-exploration, analysis, visualization and interpretation.
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• SOCR Data BMI Regression
  … estimates of the percentage of body fat determined by underwater weighing and various body circumference measurements for 252 men. …irable to have easy methods of estimating body fat that are cost-effective and convenient.
  39 KB (1335 words) - 21:35, 6 June 2013
• SOCR Data Dinov 071108 OilGasData
  …CR Data]] - Oil, Gas, Nuclear and Alternative Energy Resources, Production and Consumption== …-2007. These data reveal sweeping trends related to the US’s acquisition and use of energy resources. Energy can be grouped into '''three broad categor…
  24 KB (1375 words) - 00:01, 24 March 2010
• SOCR Data Dinov 072108 H Index Pubs
  == [[SOCR_Data |SOCR Data]] - Faculty Research Publications, Hirsch-Index and Citation Impact== …hese values are monotonically-decreasing. So, ''index i'' for ''author k'' and ''index j'' for ''author m'' represent completely different publications.
  22 KB (1329 words) - 18:23, 6 December 2016
• SOCR MotionCharts
  …/SOCR_MotionCharts/ SOCR Motion Charts] can be used to provide interactive and dynamic display of longitudinal or temporal [[SOCR Data]]. …v18n3/dinov.pdf SOCR Motion Charts: An Efficient, Open-Source, Interactive and Dynamic Applet for Visualizing Longitudinal Multivariate Data], [http://ww…
  3 KB (323 words) - 18:31, 4 September 2012
• SOCR Books
  ===Data Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics=== …/view/title/576646 Data Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics], [https://www.degruyter.com/view/serial/STEM-B De Gru…
  10 KB (1254 words) - 21:25, 2 May 2020
• EBook Problems
  == [[EBook | Probability and Statistics EBook]] Practice Problems== …may be useful for practicing the concepts, methods and analysis protocols, and for self-evaluation of learning of the materials presented in the [[EBook]…
  26 KB (3400 words) - 06:37, 14 December 2010
• SOCR EduMaterials AnalysisActivities KolmogorovSmirnoff
  …sets are. The KS-test makes no assumptions about the distribution of data, and therefore is a [http://en.wikipedia.org/wiki/Non-parametric_statistics non… …arieties (the categorical variable here), '''Victory''', '''Golden.rain''' and '''Marvelous'''.
  4 KB (545 words) - 18:52, 29 January 2010
• EBook Problems Prob Rules
  …ents at random, what is the probability that the student is not a freshman and has never taken a statistics course? A box contains 30 pens, where 5 are red, 14 are black, and 11 are blue. If you pick three pens from the box at random without replace…
  9 KB (1462 words) - 19:55, 17 April 2013
• EBook Problems Estim Proportion
  The BBC news does a story and at one point the reporter says: "A polling agency reports that the percent… …imate the percentage of the students who fail with a margin of error of 3% and confidence level of 90%. How many students should they sample for a thorou…
  8 KB (1297 words) - 01:04, 11 March 2011
• EBook Problems Normal Std
  …_Statistics_Curriculum_2007_Normal_Std |The Standard Normal Distribution]] and [[AP_Statistics_Curriculum_2007_Limits_CLT | Central Limit Theorem]] Probl… …_Statistics_Curriculum_2007_Normal_Std |The Standard Normal Distribution]] and [[AP_Statistics_Curriculum_2007_Limits_CLT | The Central Limit Theorem]]. …
  12 KB (1900 words) - 06:04, 9 February 2010
• EBook Problems EDA IntroVar
  …lems Set]] - [[AP_Statistics_Curriculum_2007_IntroVar | The Nature of Data and Variation]] Problems== … shop in boxes. Before they can be sold, they must be unpacked, assembled, and tuned (lubricated, adjusted,etc). Based on past experience, the shop manag…
  9 KB (1408 words) - 20:50, 6 February 2011
• SOCR Cartography Project
  …graphic Charts''' will use the fundamental [[SOCR]] development principals and be accessible via the [[SOCR]] web-server. The image to the right illustra… …ace where the North Pole looks huge and the equator appears small (Gastner and Newman, 2004). Data obtained for different geographic, political or regio…
  6 KB (905 words) - 16:10, 11 May 2011
• SOCR Videos MotionCharts
  …/videos/SOCR_OzoneVideoActivity_2010_old.mp4 A video describing the health and environmental implications of the Ozone Activity].
  1 KB (164 words) - 18:12, 4 September 2012
• SOCR Artistic and Video Project
  ==[[Available_SOCR_Development_Projects | SOCR Project]] - SOCR Artistic and Video Project== …late], [http://socr.ucla.edu/docs/SOCR_Brochure_Integrated_2009.pdf fliers and brochures], organizational charts, graphical designs for applets, web-page…
  4 KB (551 words) - 19:15, 5 August 2011
• SOCR 3DCharts
  …ts] can be used for interactive and dynamic display of spatial, geographic and temporal 2D [[SOCR Data]].
  1 KB (161 words) - 18:37, 26 July 2010
• About pages for SOCR 3D Charts
  …harts.html SOCR 3D Charts] allow the visualization of 2D spatial, temporal and geographic [[SOCR Data |data]].
  547 B (82 words) - 18:51, 26 July 2010
• Help pages for SOCR 3D Charts
  …s] provide an interactive and dynamic visualization of spatial, geographic and temporal 2D [[SOCR Data | data]]. …display panel to view the data used in the demo in a table form. The data and the headings are all editable for you to enter your own data.
  3 KB (498 words) - 20:18, 26 July 2010
• SOCR Wiki Activities Project
  …zation of various [http://socr.ucla.edu/ SOCR Tools], [[SOCR Data | Data]] and resources. …es]] and [[SOCR Data | data]] and either design a new activity, or extend and improve an existing SOCR activity. Some examples of proposed new activitie…
  5 KB (805 words) - 00:25, 13 April 2011
• SOCR Data 2008 World CountriesRankings
  …] - Ranking of the top 100 Countries based on Political, Economic, Health, and Quality-of-Life Factors== …raking Countries on variety of factors which affect the country's internal and external international perception of the country's rank relative the the r…
  37 KB (2870 words) - 21:20, 14 September 2010
• Help pages for SOCR Motion Charts
  …otion Charts] provide an interactive and dynamic visualization of temporal and longitudinal data # This applet allows the visualization of multivariate and high-dimensional data that has a temporal or longitudinal dimension.
  2 KB (316 words) - 19:53, 25 July 2010
• About pages for SOCR Motion Charts
  … dimension. SOCR Motion Charts use categorical, ordinal, nominal, discrete and continuous types of variables. … to the [[About_pages_for_SOCR_Chart_List | Complete List of SOCR Charts]] and the [[SOCR_Videos_Charts | Charts Video Tutorials]]
  2 KB (355 words) - 17:07, 4 September 2012
• SOCR Data Dinov 010309 HousingPriceIndex
  …tions are used to identify repeat transactions for the most recent quarter and for each quarter since the first quarter of 1975. …O)]. These data represent the average housing prices by state between 2000 and 2006.
  26 KB (1515 words) - 23:30, 5 July 2012
• SOCR Data Oct2009 ID NI
  == [[SOCR_Data | SOCR Datasets]] - Normal and Schizophrenia Neuroimaging study of Children == …tionships between neuroimaging biomarkers and various subject demographics and traits.
  27 KB (577 words) - 18:51, 30 May 2013
• EBook Problems Normal Prob
  The Rockwell hardness of certain metal pins is known to have a mean of 50 and a standard deviation of 1.5. If the distribution of all such pin hardness … …a distribution that is nearly normal with an average weight of 7.25 pounds and standard deviation of 1.75 pounds. The US Department of Health classifies …
  2 KB (313 words) - 16:39, 6 February 2011
• SOCR EduMaterials AnalysesCommandLineVolumeMultipleRegression
  …first, and then recopied back to text edit using a PC/Windows machine. Mac and other platforms may introduce hidden characters (e.g., tab/return keys). S… …nsity spectrum [0:255], all intensities >0 are considered part of the mask and processed)
  16 KB (2269 words) - 13:25, 12 December 2013
• SOCR Courses 2009 2010
  …http://www.stat.ucla.edu/~nchristo/statistics13/ Statistics for the Health and Life Sciences (Stat 13, 01, Christou)] …3.1.dir/ Statistics for the Health and Life Sciences (Stat 13, 01, Dinov)] and [[SOCR_Courses_2009_2010_Stat13_1 | Laboratory/Activities Page]]
  2 KB (226 words) - 17:44, 15 March 2010
• SOCR Data KneePainData 041409
  … X and Y coordinates of the centroids and a label for the view (left/right and front/back of the knee). …The images below illustrate some direct usage of SOCR tools for processing and visualization of these data points (click on each image to view it in high…
  144 KB (17719 words) - 21:45, 27 March 2012
• SOCR EduMaterials AnalysesCommandLineFDR Correction
  …False Discovery Rate (FDR)'' correction for multiple testing in volumetric and shape-based analyses. Access is provided via shell-based command-line inte… …ample, if 1000 observations were experimentally predicted to be different, and a maximum FDR for these observations was ''q=0.10'', then 100 of these obs…
  58 KB (2707 words) - 14:33, 3 February 2016
• AP Statistics Curriculum 2007 Bayesian Prelim
  ==[[EBook | Probability and Statistics Ebook]] - Bayes Theorem== …hood) defined by the random process <math>\star</math>. If <math>X</math> and <math>Y</math> are random variables, we can say
  3 KB (475 words) - 18:32, 20 December 2010
• AP Statistics Curriculum 2007 Bayesian Normal
  ==[[EBook | Probability and Statistics Ebook]] - Normal Example== We note that the observation '''x''' turned out to be 210, and we see that '''S’s''' posterior beliefs about '''µ''' should be represe…
  3 KB (423 words) - 21:15, 28 June 2010
• AP Statistics Curriculum 2007 Bayesian Hierarchical
  ==[[EBook | Probability and Statistics Ebook]] - Bayesian Hierarchical Models== …f the structure. In the case where <math>\theta_i</math> are independently and identically distributed, their common distribution might depend on a param…
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• AP Statistics Curriculum 2007 Bayesian Gibbs
  …d Statistics Ebook]] - Expectation Maximization Estimation, Gibbs Sampling and Monte Carlo Simulations== …lue. Gibbs sampling is a special case of the Metropolis-Hastings algorithm and is also an example of a Markov chain Monte Carlo algorithm.
  1 KB (160 words) - 21:17, 28 June 2010
• SOCR MotionCharts HousingPriceIndex
  This activity demonstrates the usage and functionality of [http://socr.ucla.edu/SOCR_MotionCharts/ SOCR MotionChart… * demonstrate SOCR MotionCharts data import, manipulations and graphical interpretation
  7 KB (930 words) - 00:24, 28 November 2010
• SOCR MotionCharts CAOzoneData
  …s| SOCR MotionCharts Activities]] - California Ozone Pollution: Geographic and Time Effects on Health Activity == …ollution on human health. In addition, this activity illustrates the usage and functionality of [http://socr.ucla.edu/SOCR_MotionCharts/ SOCR MotionChart…
  20 KB (2190 words) - 17:27, 25 May 2011
• SOCR EduMaterials Activities General CI Experiment
  …nference about observable experiments, summarizing process characteristics and prediction of experimental behaviors. …onfidence_Interval_Experiment.html SOCR Simple Confidence Interval Applet] and its [[SOCR_EduMaterials_Activities_CoinfidenceIntervalExperiment | corresp…
  38 KB (5560 words) - 00:53, 1 June 2011
• SOCR Data July2009 ID NI
  …ng study of 27 Alzheimer's disease (AD) subjects, 35 normal controls (NC), and 42 mild cognitive impairment subjects (MCI) == …tionships between neuroimaging biomarkers and various subject demographics and traits.
  73 KB (3635 words) - 01:01, 1 June 2011
• SOCR Data LA Neighborhoods Data
  …2000]) on the 110 LA neighborhoods including measures of education, income and population demographics. …umber between 200 and 1000 for each school. The tests that make up the API and their weighting are listed on the [http://www.cde.ca.gov/ta/ac/ap/glossary…
  29 KB (1987 words) - 15:49, 29 April 2013
• SOCR LetterFrequencyData
  …bet into groups of letters that require equal amounts of time to transmit, and then sorting these groups in increasing order. Similar ideas are used in m… Letter frequencies, like word frequencies, tend to vary by writer, subject and language. Accurate average letter frequencies are obtained by analyzing la…
  6 KB (444 words) - 18:49, 31 May 2010
• SOCR Data MonetaryBase1959 2009
  * Columns and rows in this table include (Monthly data in Billions of Dollars): …s well as MMDAs at banks and thrifts. This item is reported on the FR 2900 and, for institutions that do not file the FR 2900, is estimated using data re…
  53 KB (2233 words) - 15:58, 6 October 2021
• SOCR Distributions Wave Bot Project
  …-point reference to all Wave contributions. A Wave is an interactive, rich and live communication between wave-riders. …stribution, updates, links to interactive applet distribution calculations and simulations.
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• SOCR Data MonetaryBaseStocksInterest1959 2009
  ….stlouisfed.org/fred2/series/AMBNS?cid=124 Inflation, Currency-Circulation and Unemployment] ]] ** Columns and rows in this table include (Monthly data in Billions of Dollars):
  148 KB (2287 words) - 22:25, 11 December 2019
• SOCR Courses 2009 2010 Stat13 1 Lab1
  …an exploratory data analysis SOCR activity that illustrates the generation and interpretation of the histogram of quantitative data. In a nutshell, a his… …e top of the page). Once the page comes up, go to the left side of he page and drag the gray bar to the right.
  3 KB (532 words) - 05:54, 24 November 2009
• SOCR Courses 2009 2010 Stat13 1 Lab2
  …ml Coin Die Experiment]. Once you find it, click on the '''About''' button and read about the experiment. Answer the following questions with references … There are two random variables (X,Y ), one parameter (p) for the coin, and the probability distribution that governs each die (green or red) involved…
  2 KB (311 words) - 05:55, 24 November 2009
• SOCR Courses 2009 2010 Stat13 1 Lab3
  …mls/SOCR_Distributions.html. Use SOCR to graph the following distributions and answer the questions below. Also, comment on the shape of each one of thes… * Find: P(x = 3),E(X), sd(X) and verify them with the formulas discussed in class.
  2 KB (234 words) - 05:55, 24 November 2009
• SOCR Courses 2009 2010 Stat13 1 Lab3b
  …w next to Bar Charts then XYPlots. Then click on '''HistogramChartDemo''' and go to the DATA tab. …go to the [http://www.socr.ucla.edu/htmls/SOCR_Modeler.html SOCR Modeler], and click on the '''Data Generation''' button.
  3 KB (522 words) - 05:56, 24 November 2009
• SOCR Courses 2009 2010 Stat13 1 Lab4
  Use SOCR to graph and print the distribution of <math> X \sim N(20, 3) </math>. Show on the gra… …estions using the <math>z</math> score <math>z=\frac{x-\mu}{\sigma}</math> and your <math>z</math> table from the handout! You do not need to submit any…
  3 KB (497 words) - 05:57, 24 November 2009
• SOCR Courses 2009 2010 Stat13 1 Lab5
  …th> is known. We will select many samples each one of size <math>n</math> and use it to construct a confidence interval for the population mean. …ain a confidence interval. You will do this 100 times. Take a snapshot and answer the following questions.
  4 KB (571 words) - 06:04, 24 November 2009
• SOCR Courses 2009 2010 Stat13 1 Lab6
  …_sim/sampling_dist/ RVLS CLT applet] by extending the applet functionality and providing the capability of sampling from any [[About_pages_for_SOCR_Distr… * Motivate and facilitate learning of the [http://en.wikipedia.org/wiki/Central_limit_the…
  9 KB (1411 words) - 06:05, 24 November 2009
• SOCR Wiki Graph Project
  …panel. The graph navigator will allow the hierarchical browsing, searching and traversal of all SOCR Wiki pages.
  1 KB (201 words) - 19:32, 14 May 2010
• SOCR Servers
  == [[SOCR_Docs| SOCR Documentation]] - SOCR Servers and Mirrors == …blic servers which deploy, support or maintain SOCR materials, data, tools and web-services. This page identifies only the known such servers.
  3 KB (421 words) - 19:28, 13 July 2019
• SOCR Data 121608 OzoneData
  * '''Example 1''': Winter (January) and Summer (August) Ozone levels (ppm): Notice the annualized increase of the … … indicates the average annual ozone pollution -- hot-colors represent high and cool-colors represent low ozone pollution levels, respectively.
  109 KB (2834 words) - 23:09, 16 April 2011
• SOCR Data 021708 Earthquakes
  …html#input_dataset Definitions]: The following keywords can be used in min and max values parameter strings: ** Latitude, Longitude, and Depth - the usual measures of location
  25 KB (1383 words) - 00:54, 23 June 2010
• SOCR Data 021808 CPI3Way
  …r price indices (CPIs) for the following items for each month between 1981 and 2007. ** U.S. Food and Beverages - CUUR0000SAf
  52 KB (4064 words) - 19:18, 25 January 2010
• SOCR Data 042108 Antarctic IceThicknessMawson
  …asp Mawson], [http://www.aad.gov.au/asset/webcams/casey/default.asp Casey] and [http://www.aad.gov.au/asset/webcams/davis/default.asp Davis]. Number of d… …ts can be extrapolated to encompass large-scale ocean-atmosphere processes and potentially, global climate change.
  105 KB (7124 words) - 19:21, 25 January 2010
• SOCR Data 010309 HPI
  …O)]. These data represent the average housing prices by state between 2000 and 2006.
  25 KB (1381 words) - 19:24, 25 January 2010
• SOCR Data 021808 CPI
  …erage prices of the following items for the months of January between 1981 and 2006. * '''Definitions''': The following keywords can be used in min and max values parameter strings:
  48 KB (1435 words) - 19:31, 25 January 2010
• SOCR Data GlobalPeaceIndex 2001 2011
  …s among countries may help build and maintain international relationships, and hence promote peace. The rationale behind this phenomenon is that countrie… ===Charts and analyses===
  114 KB (1759 words) - 23:51, 18 June 2012
• SOCR EduMaterials AnalysesCommandLineVolume2IndepSample Wilcoxon test
  …first, and then recopied back to text edit using a PC/Windows machine. Mac and other platforms may introduce hidden characters (e.g., tab/return keys). S… …nsity spectrum [0:255], all intensities >0 are consuiderd part of the mask and processed)
  12 KB (1618 words) - 19:29, 31 January 2010
• SOCR EduMaterials AnalysesCommandLineVolume2PairedSamples Wilcoxon RankSum
  …first, and then recopied back to text edit using a PC/Windows machine. Mac and other platforms may introduce hidden characters (e.g., tab/return keys). S… …nsity spectrum [0:255], all intensities >0 are consuiderd part of the mask and processed)
  12 KB (1645 words) - 21:04, 31 January 2010
• SOCR Events SloanMerlot 2010
  ===''Technology-Enhanced Probability and Statistics Education Using the Statistics Online Computational Resource''=… …ted data, tools for statistical computing and Web-based learning resources and instructional materials.
  4 KB (590 words) - 00:28, 21 July 2010
• SOCR EduMaterials AnalysesCommandLineVolumeKruskalWallis
  …first, and then recopied back to text edit using a PC/Windows machine. Mac and other platforms may introduce hidden characters (e.g., tab/return keys). S… …nsity spectrum [0:255], all intensities >0 are consuiderd part of the mask and processed)
  14 KB (1982 words) - 17:10, 1 February 2018
• SOCR Events JMM BigData Jan2014
  …ssion on Big-Data: Mathematical and Statistical Modeling, Tools, Services, and Training == … and computational tools are necessary to cope with this avalanche of data and hardware devices.
  4 KB (552 words) - 17:38, 18 January 2014
• SOCR Events OHBM2013 Workflows
  * Education Course Title: Neuroimaging ‘Big Data’ Challenges and Computational Workflow Solutions …nmapping.org/OHBM2013 All speakers, presenters and attendees must register and pay the meeting registration fee].
  5 KB (629 words) - 16:05, 14 June 2013
• SOCR Events LAUSD Oct2013
  …ews | SOCR News & Events]]: SOCR blended approach for teaching Probability and statistics for the California Common Core State Standards == …ables through scatterplots. Fit a straight line to data, compute intercept and slope of the line, interpretation of the slope. Measure of the strength o…
  13 KB (1802 words) - 13:10, 18 October 2013
• SOCR Events JMM Jan2010
  ** Learning activities: interactive data-driven and technology-enhanced activities ** Data, activities and EBooks: http://wiki.stat.ucla.edu/socr
  5 KB (595 words) - 21:16, 26 March 2010
• SOCR Events CAUSE TL Spring2010
  * Meeting: [http://www.causeweb.org/webinar/teaching/ CAUSE Teaching and Learning (T&L) Webinar]. …ractive Statistics Education using Web-based SOCR Data, Tools, Activities, and Resources''.
  5 KB (710 words) - 15:34, 12 May 2010
• SOCR Testing and Quality Assurance Project
  ==[[Available_SOCR_Development_Projects | SOCR Project]] - SOCR Testing and Quality Assurance Project== This project aims to help with testing and quality assurance of all SOCR resources? This will involve looking for pro…
  2 KB (244 words) - 20:55, 23 May 2010
• SOCR Distributome Project
  … specific properties. Exploring the intrinsic distribution characteristics and the intricate relations between different probability distributions is of … …meta-data) about the internal distribution properties and characteristics, and inter-distributional relations.
  7 KB (901 words) - 19:40, 6 April 2013
• SOCR Events FTO Obesity Neuroimaging2010
  == [[SOCR_News | SOCR News]] - Neuroimaging study of obesity and brain tissue loss using the SOCR computational libraries== …yed in radiological convention (left side of the brain shown on the right) and are displayed over a study-specific brain image template (MDT).]]
  3 KB (467 words) - 15:56, 30 April 2010
• SOCR Interactive Optical Illusions Project
  …ect_Pacman.gif|200px|thumbnail|right| Stare at the cross (+) in the center and you will see a series of events: One purple dot disappears; One purple dot… …t, allow user interaction, convey interesting/unexpected visual illusions, and provide appropriate explanations for all of these visual perceptions. One …
  4 KB (620 words) - 22:20, 24 May 2012
• SOCR Wiki Mirror Project
  …y the core SOCR Wiki pages/projects, build mirror analogue pages/projects, and establish a protocol for automated (synchronous/asynchronous) mirror wiki …
  766 B (110 words) - 02:15, 25 May 2010
• SOCR Courses 2010 2011
  …http://www.stat.ucla.edu/~nchristo/statistics13/ Statistics for the Health and Life Sciences (Stat 13, 01, Christou)] …nts.dir/ Statistics for the Health and Life Sciences (Stat 13, 01, Dinov)] and [[SOCR_Courses_2010_2011_Stat13_1 | Laboratory/Activities Page]]
  2 KB (208 words) - 06:54, 6 January 2011
• SOCR Events Aug2010
  == Workshop Summary and Goals == …tegies to integrate computers, modern pedagogical techniques, the Internet and new student assessment techniques.
  9 KB (1217 words) - 21:16, 18 March 2013
• SOCR Events SOCR Workshop2010 GuestAccounts
  * Chose, remember and enter your new '''password''' (twice). …ogin the CLICC computers using your '''username''' (e.g., ''g_zzzz12345'') and the '''password''' you just generated.
  1 KB (163 words) - 05:32, 16 June 2010
• SOCR Events CMC 2010
  | '''Presenters''' || [http://www.stat.ucla.edu/~dinov Ivo Dinov] and [http://www.stat.ucla.edu/~nchristo Nicolas Christou] || [http://www.stat.… * '''Title''': ''Technology-Enhanced Mathematics, Probability and Statistics ''.
  6 KB (778 words) - 19:43, 30 November 2010
• Extend SOCR Fourier and Wavelet Games
  …le_SOCR_Development_Projects | SOCR Project]] - Extending the SOCR Fourier and Wavelet Games== …ime. This would show the time-signature of the audio file on the top panel and the bottom panel will show the dynamic Fourier or Wavelet signal represent…
  2 KB (320 words) - 15:42, 9 September 2010
• Help pages for Distributome
  * Type search term in the "Search" text field and hit return, the matching nodes will be highlighted in read. Use "*" for b… … children of the selected node in pink, "Show both" will show both parents and children of the selected node.
  3 KB (411 words) - 21:23, 15 October 2010
• Help pages for Distributome Editor
  …our choice, this will open a pop-up editing window, fill in all the fields and do "File-Save" to save a xml file in your local file system. * To add a new edge, you will need to find one of the related node and edit the node's edge field.
  812 B (137 words) - 21:24, 15 October 2010
• Distributome
  …tent-development project for exploring, discovering, navigating, learning, and computational utilization of diverse probability distributions. It provide… * distribution search by keyword, property and type;
  1 KB (192 words) - 21:33, 24 October 2011
• SOCR Courses 2010 2011 Stat13 1 Lab1
  …an exploratory data analysis SOCR activity that illustrates the generation and interpretation of the histogram of quantitative data. In a nutshell, a his… … top of the page). Once the page comes up, go to the left side of the page and drag the gray bar to the right.
  3 KB (532 words) - 08:31, 6 January 2011
• SOCR Courses 2010 2011 Stat13 1 Lab2
  …ml Coin Die Experiment]. Once you find it, click on the '''About''' button and read about the experiment. Answer the following questions with references … There are two random variables (X,Y ), one parameter (p) for the coin, and the probability distribution that governs each die (green or red) involved…
  2 KB (321 words) - 16:49, 14 January 2011
• SOCR Courses 2010 2011 Stat13 1 Lab3
  …ls/SOCR_Distributions.html). Use SOCR to graph the following distributions and answer the questions below. Also, comment on the shape of each one of thes… * Find: P(x = 3),E(X), sd(X) and verify them with the formulas discussed in class.
  2 KB (233 words) - 22:02, 9 November 2010
• SOCR Courses 2010 2011 Stat13 1 Lab3b
  …w next to Bar Charts then XYPlots. Then click on '''HistogramChartDemo''' and go to the DATA tab. …go to the [http://www.socr.ucla.edu/htmls/SOCR_Modeler.html SOCR Modeler], and click on the '''Data Generation''' button.
  3 KB (522 words) - 21:46, 30 January 2011
• SOCR Courses 2010 2011 Stat13 1 Lab4
  Use SOCR to graph and print the distribution of <math> X \sim N(20, 3) </math>. Show on the gra… …estions using the <math>z</math> score <math>z=\frac{x-\mu}{\sigma}</math> and your <math>z</math> table from the handout! You do not need to submit any…
  3 KB (495 words) - 22:06, 9 November 2010
• SOCR Courses 2010 2011 Stat13 1 Lab5
  …th> is known. We will select many samples each one of size <math>n</math> and use it to construct a confidence interval for the population mean. …ain a confidence interval. You will do this 100 times. Take a snapshot and answer the following questions.
  4 KB (571 words) - 22:06, 9 November 2010
• SOCR Courses 2010 2011 Stat13 1 Lab6
  …_sim/sampling_dist/ RVLS CLT applet] by extending the applet functionality and providing the capability of sampling from any [[About_pages_for_SOCR_Distr… * Motivate and facilitate learning of the [http://en.wikipedia.org/wiki/Central_limit_the…
  9 KB (1411 words) - 22:07, 9 November 2010
• AP Statistics Curriculum 2007 MultivariateNormal
  …components are independent normal random variables, a ''k''-vector ''μ'', and a ''k×ℓ'' matrix ''A'', such that <math>X = AZ + \mu</math>. Here ''ℓ… * There is a ''k''-vector ''μ'' and a symmetric, nonnegative-definite ''k×k'' matrix Σ, such that the charac…
  6 KB (862 words) - 00:08, 22 July 2012
• EBook Problems MultivariateNormal
  Person1 and Person2 are travelling from point A to point D, but there are different ro… …e travel times here generally can be assumed statistically independent, T3 and T4 are dependent with correlation coefficient 0.8.
  18 KB (2914 words) - 01:17, 25 January 2011
• EBook copyright
  …k | Probability and Statistics EBook]] is published by ''SOCR Publishing'' and made available to the entire community under the Creative Commons Attribut… …rm and by any electronic or mechanical means including information storage and retrieval systems, without
  2 KB (278 words) - 21:51, 29 April 2013
• SOCR Course and Training Videos
  == [[SOCR Videos]] - SOCR Courses and Training Videos and Webcasts == See the [[SOCR_Courses|SOCR Courses]] and [[SOCR_News|SOCR News]].
  3 KB (386 words) - 23:11, 14 February 2014
• SOCR Data 2011 US JobsRanking
  == [[SOCR_Data |SOCR Data]] - Ranking Dataset of the Best and Worst USA Jobs for 2011== …classification of the work environment, level of stress, physical demands, and future hiring potential.
  38 KB (4123 words) - 17:49, 1 May 2014
• SOCR Data US BudgetsDeficits 1849 2016
  == [[SOCR_Data |SOCR Data]] - US Federal Budget, Income, Expenditures and Deficit Data (1849-2016)== …des data on budget receipts, outlays, surpluses or deficits, Federal debt, and Federal employment over an extended time period, 1849-2016(estimated)].
  8 KB (488 words) - 01:35, 6 March 2011
• SOCR Data US Elections Counties2004
  == [[SOCR_Data |SOCR Data]] - Multivariate US 2004 Elections and County Dataset== … the US population for 2000-2004. The dataset includes 2000 US census data and elections data from the 2004 general election in the US.
  8 KB (917 words) - 02:42, 17 March 2011
• SOCR Data MLB HeightsWeights
  == [[SOCR_Data |SOCR Data]] - 1035 Records of Heights (in) and Weights (lbs) of Major League Baseball Players== …x|thumbnail|right| [http://en.wikipedia.org/wiki/Human_height Human Height and Weight] ]]
  56 KB (6314 words) - 17:31, 3 June 2011
• Help pages for SOCR Cartography
  ==[[SOCR Help Pages]] - SOCR Cartography and Spatial Statistics== …provides an interactive and dynamic visualization of spatial, cartographic and GIS data.
  4 KB (676 words) - 16:04, 11 May 2011
• SOCR Data April2011 NI IBS Pain
  …ging study of visceral pain, irritable bowel syndrome, ulcerative colitis, and Crohn's disease == …in regional brain anatomy and find associations between imaging biomarkers and patient phenotypes.
  159 KB (874 words) - 00:05, 17 April 2011
• SOCR Data 121608 CA US OzoneData
  == [[SOCR_Data |SOCR Data]] - California and US Ozone Data Snapshot== …he following data includes the ozone levels within the State of California and for various locations throughout the US.
  18 KB (970 words) - 23:09, 16 April 2011
• SOCR Visualization Project
  …ata visualization. Specifically, visualization of high-dimensional spatial and temporal data, generic [[SOCR Data |SOCR Data]], dynamically generated [ht… …d interpretation of complex heterogeneous, geographic information, spatial and temporal data. Some examples include:
  2 KB (205 words) - 03:52, 7 May 2011
• SOCR HTML5 Project
  …atform- and browser-independent [http://en.wikipedia.org/wiki/HTML5 HTML5] and JavaScript framework. …we need to develop analogues for existing SOCR Java-based charts, analysis and experiments applets.
  3 KB (373 words) - 18:49, 6 January 2012
• SOCR Data 052511 IrisSepalPetalClasses
  == [[SOCR_Data |SOCR Data]] - Fisher's multivariate dataset on iris sepal and petal length == These data were acquired for and used by [http://en.wikipedia.org/wiki/Ronald_Fisher R.A. Fisher] to study …
  8 KB (604 words) - 18:26, 25 May 2011
• SOCR EduMaterials Activities BaseballSalaryWins
  …vities | SOCR Educational Materials - Activities]] - SOCR Baseball Payroll and Team Success Activity == …ivities_BaseballSalaryWins_Fig1.png|150px|thumbnail|right| Baseball Salary and Success ]]
  10 KB (892 words) - 18:00, 3 June 2011
• SOCR Courses 2011 2012
  …http://www.stat.ucla.edu/~nchristo/statistics13/ Statistics for the Health and Life Sciences (Stat 13, 01, Christou)] …nts.dir/ Statistics for the Health and Life Sciences (Stat 13, 01, Dinov)] and [[SOCR_Courses_2011_2012_Stat13_1 | Laboratory/Activities Page]]
  1 KB (188 words) - 18:25, 16 November 2011
• SOCR Data Brain2BodyWeight
  … brain of various species. It may be used to discuss bivariate exploratory and quantitative data analyses in the case of [http://en.wikipedia.org/wiki/Br… …artDemo3, under BarCharts --> CategoryPlots]) of the brain and body weight and the brain-to-body ration.
  4 KB (455 words) - 00:52, 17 June 2011
• AP Statistics Curriculum 2007 Cauchy
  …tatistics_Curriculum_2007_Normal_Std Normal Distributions]. If X ~ N(0,1), and Y ~ N(0,1), then <math>\tfrac{X}{Y} \sim Cauchy(0,1)</math> …in mechanical and electrical theory, physical anthropology and measurement and calibration problems.
  2 KB (320 words) - 22:44, 18 July 2011
• AP Statistics Curriculum 2007 Chi-Square
  …tests for goodness of fit of an observed distribution to a theoretical one and the independence of two criteria of classification of qualitative data. It… There are 60 people in a statistics class, and we have data on the month of their birth. Our null hypothesis is that the …
  4 KB (601 words) - 17:13, 19 March 2019
• AP Statistics Curriculum 2007 Johnson SB
  …d on bounded range <math> \epsilon \leq x \leq \epsilon + \lambda </math>, and the distribution can be symmetric or asymmetric.
  2 KB (263 words) - 22:50, 18 July 2011
• AP Statistics Curriculum 2007 Fisher F
  …edu/socr/index.php/AP_Statistics_Curriculum_2007_StudentsT t-distribution] and [http://wiki.stat.ucla.edu/socr/index.php/AP_Statistics_Curriculum_2007_Be…
  5 KB (681 words) - 22:48, 18 July 2011
• AP Statistics Curriculum 2007 Uniform
  … distribution is defined by two parameters, a and b, which are the minimum and maximum values of the interval. For example, U[3,6] is the uniform distrib… … that the time to complete an oil change at a certain dealership is random and takes between 35 to 45 minutes. If you take your car to this dealership to…
  4 KB (555 words) - 20:24, 7 July 2011
• AP Statistics Curriculum 2007 Gamma
  …me{Gamma}(k,\theta)\!</math>, where <font size="3"><math>k=h</math></font> and <font size="3"><math>\theta=1/\lambda</math></font>, the gamma probability… … can be used a range of disciplines including queuing models, climatology, and financial services. Examples of events that may be modeled by gamma distri…
  6 KB (853 words) - 17:40, 23 June 2012
• AP Statistics Curriculum 2007 Exponential
  …ange of disciplines including queuing theory, physics, reliability theory, and hydrology. Examples of events that may be modeled by exponential distribut… *The height of various molecules in a gas at a fixed temperature and pressure in a uniform gravitational field
  3 KB (427 words) - 22:39, 18 July 2011
• AP Statistics Curriculum 2007 Pareto
  …losses for certain businesses, such as general liability, commercial auto, and workers compensation …/font>. Compute the proportion of the population with incomes between 2000 and 4000.
  4 KB (551 words) - 22:41, 18 July 2011
• AP Statistics Curriculum 2007 Beta
  …hich are constrained to take place within an interval defined by a minimum and maximum value. … a range of disciplines including rule of succession, Bayesian statistics, and task duration modeling. Examples of events that may be modeled by Beta dis…
  3 KB (405 words) - 22:41, 18 July 2011
• AP Statistics Curriculum 2007 Laplace
  …'Definition''': Laplace distribution is a distribution that is symmetrical and more “peaky” than a normal distribution. The dispersion of the data ar… *If <math>X \sim \operatorname{Exponential}(\tfrac{1}{\lambda})\!</math> and <math>Y \sim \operatorname{Exponential}(\tfrac{1}{\lambda})\!</math>, then…
  6 KB (876 words) - 23:12, 23 July 2011
• SOCR Data CaliforniaLottery2011
  …uperLOTTO Plus drawings are held twice a week on Wednesdays and Saturdays, and the [http://www.calottery.com/Media/Facts/Procedures/#superlottoplus numbe… ** Draw_Result1, Draw_Result2, Draw_Result3, Draw_Result4, and Draw_Result5: The outcomes of the first set of 5 draws in order
  89 KB (4686 words) - 18:35, 15 July 2011
• Simple Linear Regression Tutorial
  …ighborhoods Data]and find the table with the data. Select all of the data, and press Ctrl+C (Command+C on Macs) to copy it. ''Step 2:'' Next, head to http://socr.ucla.edu/htmls/SOCR_Analyses.html, and find the Simple Regression Analysis Activity in the drop-down menu. [[File…
  4 KB (576 words) - 02:37, 29 July 2011
• SOCR MotionCharts LAPopulation
  …c and demographics variables including longitude, latitude, median income, and population breakdowns for Los Angeles Neighborhoods. …ect all of the data, including the headers, and copy it (Ctrl+C on Windows and Command+C on Mac).
  3 KB (535 words) - 00:49, 25 July 2011
• SOCR Data GoogleTrends 2005 2011
  == [[SOCR_Data |SOCR Data]] - Google Web-Search Trends and Stock Market Data (2005-2011)== …given sector may provide unique economic insights to the public perception and real economic trends in the US. Each trend-index measures relative query v…
  417 KB (7999 words) - 22:40, 25 July 2011
• SOCR MotionCharts Earthquakes
  …nia Earthquakes Data]. Data with earthquake locations, magnitudes, depths, and various other variables. …ect all of the data, including the headers, and copy it (Ctrl+C on Windows and Command+C on Mac).
  3 KB (521 words) - 22:15, 25 July 2011
• Multiple Linear Regression Tutorial
  …xample, we will predict median income using age, proportion of homeowners, and proportion of whites in population. …ighborhoods Data]and find the table with the data. Select all of the data, and press Ctrl+C (Command+C on Macs) to copy it.
  4 KB (632 words) - 06:21, 29 July 2011
• SOCR Events NCMT 2012
  | '''Presenters''' || [http://www.stat.ucla.edu/~dinov Ivo Dinov] and [http://www.stat.ucla.edu/~nchristo Nicolas Christou] * '''Title''': ''Technology-Enhanced Mathematics and Statistics Education''.
  6 KB (760 words) - 20:36, 19 April 2012
• SOCR Resampling HTML5 Project
  …pment_Projects | SOCR Project]] - [[SOCR]] HTML5 Resampling, Randomization and Simulation Project== …iendly modern interface), extensibility and ease of documentation, support and servicing to the entire community.
  8 KB (1188 words) - 17:36, 10 October 2012
• SOCR Data Fortune500 1955 2008
  == [[SOCR_Data | SOCR Datasets]] - Ranking, Revenues and Profits of the Top Fortune500 Companies (1955-2008)== …tune500 companies. See these [[SOCR_MotionCharts |MotionCharts activites]] and use the following '''mapping''' to generate the animation shown on the rig…
  814 KB (52041 words) - 03:48, 16 October 2011
• SOCR Data Navigator Project
  …//en.wikipedia.org/wiki/HTML5 HTML5], [http://www.w3schools.com/css3 CSS3] and [http://www.w3schools.com/js/ JavaScript] framework. … hierarchy is for the type of data categorized (classified) by its' domain and sub-domains. The second tier hierarchy comes from the exemplary [http://so…
  2 KB (349 words) - 23:42, 18 October 2011
• SOCR Courses 2011 2012 Stat13 1 Lab1
  …an exploratory data analysis SOCR activity that illustrates the generation and interpretation of the histogram of quantitative data. In a nutshell, a his… … top of the page). Once the page comes up, go to the left side of the page and drag the gray bar to the right.
  3 KB (532 words) - 15:50, 8 April 2013
• SOCR Courses 2011 2012 Stat13 1 Lab2
  …ml Coin Die Experiment]. Once you find it, click on the '''About''' button and read about the experiment. Answer the following questions with references … …e are two random variables (X=coin,Y=die), one parameter (p) for the coin, and the probability distribution that governs each die (green or red) involved…
  2 KB (367 words) - 23:51, 24 January 2012
• SOCR Courses 2011 2012 Stat13 1 Lab3
  …ls/SOCR_Distributions.html). Use SOCR to graph the following distributions and answer the questions below. * Find: P(X = 3), E(X), sd(X) from the SOCR output, and verify them with the formulas discussed in class.
  2 KB (226 words) - 23:21, 1 February 2012
• SOCR Courses 2011 2012 Stat13 1 Lab3b
  …w next to Bar Charts then XYPlots. Then click on '''HistogramChartDemo''' and go to the DATA tab. …go to the [http://www.socr.ucla.edu/htmls/SOCR_Modeler.html SOCR Modeler], and click on the '''Data Generation''' button.
  3 KB (525 words) - 18:31, 16 November 2011
• SOCR Courses 2011 2012 Stat13 1 Lab4
  Use SOCR to graph and print the distribution of <math> X \sim N(20, 3) </math>. Show on the gra… …estions using the <math>z</math> score <math>z=\frac{x-\mu}{\sigma}</math> and your <math>z</math> table from the handout! You do '''not''' need to subm…
  3 KB (523 words) - 13:26, 16 February 2012
• SOCR Courses 2011 2012 Stat13 1 Lab5
  …th> is known. We will select many samples each one of size <math>n</math> and use it to construct a confidence interval for the population mean. …ain a confidence interval. You will do this 100 times. Take a snapshot and answer the following questions.
  4 KB (608 words) - 18:09, 23 February 2012
• SOCR Courses 2011 2012 Stat13 1 Lab6
  …_sim/sampling_dist/ RVLS CLT applet] by extending the applet functionality and providing the capability of sampling from any [[About_pages_for_SOCR_Distr… * Motivate and facilitate learning of the [http://en.wikipedia.org/wiki/Central_limit_the…
  9 KB (1416 words) - 15:52, 1 March 2012
• SOCR HTML5 Expansion MotionCharts
  …ominal and quantitative variables onto time, 2D axes, size, colors, glyphs and appearance characteristics, which facilitates the interactive display of m… …ww.w3schools.com/js/ JavaScript], and in the process introduce some useful and powerful expansions of this web-app.
  26 KB (3907 words) - 22:18, 26 February 2014
• SOCR Java Applets Improvements Project
  This project aims to fix reported bugs, extend and improve the available [http://socr.ucla.edu/ SOCR Java applets]. Examples … ====User Locale Specifications of Decimal separators "." and "," ====
  3 KB (430 words) - 00:21, 17 January 2012
• SOCR EduMaterials AnalysisActivities LogisticRegression
  …cal Computing. In particular, it shows how to use Simple Linear Regression and how to interpret the results. … that can take on only two outcomes, e.g. “success” or “failure”), and models the relationship between them. The independent variables used in lo…
  9 KB (1392 words) - 20:48, 14 December 2014
• SOCR Analyses Expansion
  …nalyses applets, redesigning the analyses as HTML5/JavaScript, refactoring and improving the organization of the SOCR Analyses package, extend the comman… …arametric, linear and non-linear, quantitative and qualitative, univariate and multivariate types of analyses.
  4 KB (634 words) - 20:13, 10 January 2013
• SOCR Data NIPS InfantVitK ShotData
  …immediately after the shot was administered, after 30 seconds, one minute, and two minutes. …ps.pdf Neonatal Infant Pain Score (NIPS)]. NIPS scores range from 0 to 7, and are obtained by observing the infant's bodily reactions.
  8 KB (621 words) - 23:33, 10 April 2012
• SOCR EduMaterials AnalysisActivities PCA
  …n particular, it shows how to use '''Principal Component Analysis''' (PCA) and how to read the output results. …application many fields, including computer networks and image processing, and is a powerful method for finding patterns high-dimension dataset.
  7 KB (1170 words) - 15:30, 6 February 2013
• SOCR HTML5 PowerCalculatorProject
  …ww.w3schools.com/js/ JavaScript], and in the process introduce some useful and powerful expansions of this web-app. …tatistical-expertise barriers for all users. The following list of designs and analysis are expected to be included in the new SOCR Power Web-app, accord…
  9 KB (1212 words) - 23:22, 6 July 2012
• SOCR BivariateNormal JS Activity
  … HTML5/JavaScript and should be portable on any computer, operating system and web-browser. * Clarify the definitions and interplay between marginal, conditional and joint probability distributions (in the bivariate Normal case).
  13 KB (2046 words) - 17:15, 1 May 2013
• SOCR EduMaterials AnalysisActivities HierarchicalClustering
  …shows how to use [http://socr.ucla.edu/htmls/ana/ Hierarchical Clustering] and how to interpret the output results. …on the distances calculated from step 1, find the closest pair of clusters and merge them into a single cluster, so that there is one less cluster now.
  12 KB (1541 words) - 17:49, 4 September 2013
• SOCR ResamplingSimulation Activity
  …SOCR Educational Materials - Activities]] - SOCR Resampling, Randomization and Simulation Activity == … HTML5/JavaScript and should be portable on any computer, operating system and web-browser.
  6 KB (871 words) - 18:29, 18 May 2017
• SOCR HTML5 MotionCharts
  …ominal and quantitative variables onto time, 2D axes, size, colors, glyphs and appearance characteristics, which facilitates the interactive display of m… ….edu/socr/index.php/SOCR_HTML5_Expansion_MotionCharts Usage Documentation] and [https://github.com/RamyElkest/SocrMotionChartsHTML5/blob/gh-pages/README.…
  4 KB (508 words) - 14:59, 21 October 2012
• SOCR Data WorldInflation2002 2012
  * '''Source''': [http://ycharts.com YCharts] and [http://www.global-rates.com Global-Rates]. ** Columns and rows in this table include Monthly inflation data for each country: China…
  11 KB (646 words) - 02:20, 24 September 2012
• SOCR HTML5 Charts
  …ucla.edu/htmls/chart/ SOCR Charts Applets] from Java to a modern platform- and browser-independent [http://en.wikipedia.org/wiki/HTML5 HTML5]/[http://en.… * Review and play with the [http://socr.ucla.edu/htmls/chart/ current SOCR Charts Java …
  4 KB (638 words) - 20:03, 20 November 2012
• SOCR HTML5 SOCR ResourceNavigatorProject
  …_HW_Viewer.html Wheel] Resource Navigators from Java to a modern platform- and browser-independent [http://en.wikipedia.org/wiki/HTML5 HTML5]/[http://en.… …he SOCR Hyperbolic [http://socr.ucla.edu/SOCR_HT_ResourceViewer.html Tree] and [http://socr.ucla.edu/SOCR_HW_Viewer.html Wheel] Resource Navigators.
  2 KB (338 words) - 17:30, 12 October 2012
• SOCR HTML5 InteractivePubsMappingProject
  …mputational+resource%22 Scholar], and the HTML interface will be platform- and browser-independent, implemented using [http://en.wikipedia.org/wiki/HTML5… …publications.html Pubs2], [http://www.ncbi.nlm.nih.gov/pmc/?term=socr PMC] and [http://scholar.google.com/scholar?hl=en&as_sdt=0,5&q=%22statistics+online…
  3 KB (394 words) - 22:21, 18 October 2012
• SOCR EduMaterials AnalysisActivities OneZ
  …uMaterials_AnalysisActivities_TwoPairedSign|Two Paired Sample Sign Test]], and [[SOCR_EduMaterials_AnalysisActivities_TwoPairedRank|Two Paired Sample Sig… On the right panel, first click on EXAMPLE 1 and next click on "Data" to retrieve the demonstrated example. This is the exa…
  3 KB (547 words) - 16:46, 24 October 2012
• SOCR Activity ANOVA SnailsSexualDimorphism
  ==Motivation and Goals== …at can be observed about the process, how can we make scientifically valid and robust inference of the data? This activity deals with the situation of a …
  15 KB (1427 words) - 04:08, 29 November 2012
• SOCR Data AD BiomedBigMetadata
  == [[SOCR Data]] - Modeling and Analysis of Clinical, Genetic and Imaging Data of Alzheimer’s Disease == These data include massive heterogeneous clinical, genetic and imaging data of Alzheimer’s disease.
  170 KB (2952 words) - 16:20, 29 August 2015
• SOCR Activity ANOVA FlignerKilleen MeatConsumption
  ==Motivation and Goals== …of meat eaten has a surprising degree of variability across time, cultures and geographic regions.
  16 KB (1946 words) - 23:27, 21 February 2013
• SOCR Courses 2012 2013
  …http://www.stat.ucla.edu/~nchristo/statistics13/ Statistics for the Health and Life Sciences (Stat 13, 01, Christou)] …nts.dir/ Statistics for the Health and Life Sciences (Stat 13, 01, Dinov)] and [[SOCR_Courses_2012_2013_Stat13_1 | Laboratory/Activities Page]]
  1 KB (188 words) - 02:01, 26 February 2013
• SOCR Courses 2012 2013 Stat13 1 Lab1
  …an exploratory data analysis SOCR activity that illustrates the generation and interpretation of the histogram of quantitative data. In a nutshell, a his… … top of the page). Once the page comes up, go to the left side of the page and drag the gray bar to the right.
  5 KB (899 words) - 23:16, 11 April 2013
• SOCR Courses 2012 2013 Stat13 1 Lab2
  …ml Coin Die Experiment]. Once you find it, click on the '''About''' button and read about the experiment. Answer the following questions with references … …e are two random variables (X=coin,Y=die), one parameter (p) for the coin, and the probability distribution that governs each die (green or red) involved…
  2 KB (367 words) - 01:53, 26 February 2013
• SOCR Courses 2012 2013 Stat13 1 Lab3
  …n we have exactly two, disjoint, possible outcomes, trials are independent and the probability of the outcomes is stable/constant. …http://www.socr.ucla.edu/htmls/SOCR_Distributions.html SOCR distributions] and select the [http://socr.ucla.edu/htmls/dist/Binomial_Distribution.html Bin…
  2 KB (279 words) - 17:00, 22 April 2013
• SOCR Courses 2012 2013 Stat13 1 Lab3b
  …w next to Bar Charts then XYPlots. Then click on '''HistogramChartDemo''' and go to the DATA tab. …go to the [http://www.socr.ucla.edu/htmls/SOCR_Modeler.html SOCR Modeler], and click on the '''Data Generation''' button.
  3 KB (525 words) - 01:55, 26 February 2013
• SOCR Courses 2012 2013 Stat13 1 Lab4
  Use SOCR to graph and print the distribution of <math> X \sim N(20, 3) </math>. Show on the gra… …estions using the <math>z</math> score <math>z=\frac{x-\mu}{\sigma}</math> and your <math>z</math> table from the handout! You do '''not''' need to subm…
  3 KB (521 words) - 01:57, 26 February 2013
• SOCR Courses 2012 2013 Stat13 1 Lab5
  …y \(\sigma\) is known. We will select many samples each one of size \(n\) and use it to construct a confidence interval for the population mean. …ain a confidence interval. You will do this 100 times. Take a snapshot and answer the following questions.
  4 KB (546 words) - 01:58, 26 February 2013
• SOCR Courses 2012 2013 Stat13 1 Lab6
  …_sim/sampling_dist/ RVLS CLT applet] by extending the applet functionality and providing the capability of sampling from any [[About_pages_for_SOCR_Distr… * Motivate and facilitate learning of the [http://en.wikipedia.org/wiki/Central_limit_the…
  9 KB (1390 words) - 02:00, 26 February 2013
• SOCR EduMaterials Activities BMI Modeling Activity
  …Educational Materials - Activities]] - SOCR Body Mass Index (BMI) Activity and Applications of the Chi-Squared Test== ==Motivation and Goals==
  22 KB (1702 words) - 23:08, 30 January 2013
• SOCR HTML5 TestProjects 2013
  …g, transforming and upgrading various SOCR resources to a modern platform- and browser-independent [http://en.wikipedia.org/wiki/HTML5 HTML5]/[http://en.… …m/SOCRedu SOCR GitHub project] provides the necessary framework foundation and appropriate source code.
  3 KB (452 words) - 21:43, 19 March 2013
• SOCR Events LAUSD Mar2013
  … News & Events]]: 2013 [http://www.socr.ucla.edu SOCR] blended mathematics and statistics education resources: the California Common Core State Standards… …ry of interactive applets, computational and graphing tools, instructional and course materials.
  11 KB (1597 words) - 21:52, 18 March 2013
• Statistics for life and health sciences EBook
  Welcome to the UCLA Statistics for the Biomedical and Health Sciences (Stats 13) electronic book (EBook). … this course over the years. Many other instructors, researchers, students and educators have contributed to this EBook.
  4 KB (443 words) - 23:57, 18 March 2013
• SOCR Distributome Game2
  …g the density/mass functions of different probability distribution models, and the second frequency histograms of randomly-generated samples from various… … interface for the new Distributome game. We need an intuitive, extensible and efficient implementation.
  7 KB (1005 words) - 20:33, 6 April 2013
• SOCR Data AMI NY 1993 HeartAttacks
  …tions inference]], [http://socr.ucla.edu/htmls/ana/ non-parametric tests], and diverse array of [[SOCR_EduMaterials_ChartsActivities|exploratory data ana… ** DIED: 1 for patients who died in hospital and a 0 otherwise.
  511 KB (26011 words) - 23:03, 23 April 2013
• SOCR HTML5 WeatherAPIProject 2014
  …re+text%3D%2290024%22 Yahoo] to make statistical comparisons across cities and demonstrate how to pull weather data via external API. …and then retrieve the '''woeid''' for that zip code from this API function and go about retrieving the weather data.
  6 KB (908 words) - 14:56, 21 December 2013
• SOCR Distributome Ideas
  …g the density/mass functions of different probability distribution models, and the second frequency histograms of randomly-generated samples from various… …The image below just shows an example of 4 randomly selected distributions and corresponding random samples of size 100 from each of these distributions.
  7 KB (886 words) - 12:02, 1 July 2014
• SOCR ResamplingSimulation Docs
  …SOCR Educational Materials - Activities]] - SOCR Resampling, Randomization and Simulation Framework: Technical Documentation== …cla.edu/htmls/HTML5/SOCR_Resampling_Webapp/ webapp], activity, source-code and examples.
  18 KB (2871 words) - 18:47, 17 February 2014
• SOCR ResourcesNavigator
  …F] (term frequency/inverse document frequency) methods to represent, index and summarize the content. The second component is to generate a dynamic graph… …ical clustering of the resources listed on the page, based on their names (and perhaps the content of the resource link, itself).
  2 KB (252 words) - 12:01, 1 July 2014
• SOCR Courses 2013 2014
  …http://www.stat.ucls.edu/~nchristo/statistics13/ Statistics for the Health and Life Sciences (Stat 13, 01, Christou)]
  1 KB (148 words) - 16:45, 11 June 2014
• SOCR Courses 2014 2015
  …http://www.stat.ucls.edu/~nchristo/statistics13/ Statistics for the Health and Life Sciences (Stat 13, 01, Christou)]
  1 KB (160 words) - 19:09, 16 September 2015
• SOCR Events JSS 2015
  …s & Events]]: 2015 JSM Session on '''Big Data: Modeling, Tools, Analytics, and Training''' == …g, software implementation, data analytics, high-dimensional visualization and training of skillful researchers.
  5 KB (612 words) - 16:36, 7 August 2015
• SOCR Events SSC 2015
  ** ''eLearning in Statistics – Successes and Opportunities'' * '''Equipment''': Computer-projector and screen. No computer/laptop, blackboard or whiteboard in session room
  4 KB (516 words) - 00:27, 22 January 2015
• SOCR Data PD BiomedBigMetadata
  … Data Analytics, Modeling, Analysis and Visualization of Clinical, Genetic and Imaging Data for Parkinson’s Disease == … simulation to examine associations between clinical, demographic, imaging and genetics variables for Parkinson’s disease. This is an example of Big Da…
  209 KB (4193 words) - 21:32, 5 December 2015
• SOCR Courses 2015 2016
  …http://www.stat.ucls.edu/~nchristo/statistics13/ Statistics for the Health and Life Sciences (Stat 13, 01, Christou)]
  931 B (127 words) - 19:10, 16 September 2015
• SMHS TimeSeriesAnalysis LOS
  …to 31 December 2006. Each day has records of (mean) ozone levels that day, and the total number of deaths that occurred in the city. * Is there an association between day-to-day variation in ozone levels and daily risk of death?
  9 KB (1272 words) - 18:38, 9 May 2016
• SOCR Courses 2016 2017
  …http://www.stat.ucls.edu/~nchristo/statistics13/ Statistics for the Health and Life Sciences (Stat 13, 01, Christou)] …ttp://www.socr.umich.edu/people/dinov/2017/Spring/DSPA_HS650/ Data Science and Predictive Analytics (HS650)] (Ivo Dinov)
  1 KB (164 words) - 21:45, 22 April 2017
• SOCR DSPA ReadinessPretest
  The new web pretest has to be mobile friendly and allow us to store the questions (an perhaps answers) in a JSON file as wel… …ries. Randomness relates to randomizing the questions within each category and subcategory.
  2 KB (284 words) - 15:53, 17 October 2016
• SOCR Courses 2017 2018
  …http://www.stat.ucla.edu/~nchristo/statistics13/ Statistics for the Health and Life Sciences (Stat 13, 01, Christou)] …ww.socr.umich.edu/people/dinov/2018/Winter/DSPA_HS650/ HS650: Data Science and Predictive Analytics] (Ivo Dinov)
  1 KB (198 words) - 14:59, 15 May 2018
• SOCR Courses 2018 2019
  …/www.socr.umich.edu/people/dinov/2018/Fall/DSPA_HS650/ HS650: Data Science and Predictive Analytics (DSPA)] (Ivo Dinov) …http://www.stat.ucla.edu/~nchristo/statistics13/ Statistics for the Health and Life Sciences (Stat 13, 01, Christou)]
  1 KB (144 words) - 18:23, 21 November 2018
• SOCR Courses 2019 2020
  …/www.socr.umich.edu/people/dinov/2019/Fall/DSPA_HS650/ HS650: Data Science and Predictive Analytics (DSPA)] (Ivo Dinov) …http://www.stat.ucla.edu/~nchristo/statistics13/ Statistics for the Health and Life Sciences (Stat 13, 01, Christou)]
  980 B (124 words) - 18:14, 17 December 2018
• SOCR Courses 2020 2021
  …/www.socr.umich.edu/people/dinov/2020/Fall/DSPA_HS650/ HS650: Data Science and Predictive Analytics] (Ivo Dinov) …http://www.stat.ucla.edu/~nchristo/statistics13/ Statistics for the Health and Life Sciences (Stat 13, 01, Christou)]
  1 KB (157 words) - 23:15, 30 March 2020

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