SOCR EduMaterials AnalysisActivities NormalPower

From Socr

(Difference between revisions)
Jump to: navigation, search
 
Line 24: Line 24:
* This simple activity takes user-specified mean, standard deviation and significance level, with any given number "x", and computes for the z-score of x.  
* This simple activity takes user-specified mean, standard deviation and significance level, with any given number "x", and computes for the z-score of x.  
 +
===Notes===
 +
The image below illustrates a validation of the [http://socr.umich.edu/html/ana/SOCR_Analyses.html SOCR Normal Distribution Power Calculator]. Note that this power, or sample-size, calculation addresses a very specific and limited situation -- one sample, or 2-paired samples, design. Also, inspecting the '''GRAPH''' Panel (rather than the results panel, alone), may be more useful, in general, as the plots in the Graph Panel depict the actual ''power function'' for different sample-sizes, across the range of potential differences of hypothesized and data-driven (estimated) means.
 +
 +
<center>[[Image:SOCR_AnalysisActivities_NormalPower_Fig2.png|450px]]</center>
<hr>
<hr>
{{translate|pageName=http://wiki.stat.ucla.edu/socr/index.php?title=SOCR_EduMaterials_AnalysisActivities_NormalPower}}
{{translate|pageName=http://wiki.stat.ucla.edu/socr/index.php?title=SOCR_EduMaterials_AnalysisActivities_NormalPower}}

Current revision as of 14:51, 18 December 2013

SOCR Analysis Example on Power Analysis for Normal Distribution

This SOCR Activity demonstrates the utilization of the SOCR Analyses package for statistical Computing. In particular, it shows how to use Power Analysis Tool for Normal Distribution and how to read the results.

  • As you start the SOCR Analyses Applet, click on "Normal Distribution Power" from the combo box in the left panel. Here's what the screen should look like.

There are FOUR things you can do with the SOCR Normal Power Analysis Activity:

1. Finding Power with Known Sample Size

  • This activity lets the user input his own sample size, means of the null and alternative hypothesis, 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 distributions of the estimated means, will be displayed.

2. Finding Power with Known Sample Size, Using Randomly Generated Data

  • This activity is similar to the one above, but the computer generates a set of data and part of the input is computed using the data, such as the sample size, the mean pf the null and the standard deviation. The user than needs to specify the mean of the alternative and significance level, for power analysis.

3. Finding Sample Size with Known Power

  • This one works the "opposite" of the above two. Power is given by the user and sample size is computed.

4. Finding Z-Score and P-Value for some Number

  • This simple activity takes user-specified mean, standard deviation and significance level, with any given number "x", and computes for the z-score of x.

Notes

The image below illustrates a validation of the SOCR Normal Distribution Power Calculator. Note that this power, or sample-size, calculation addresses a very specific and limited situation -- one sample, or 2-paired samples, design. Also, inspecting the GRAPH Panel (rather than the results panel, alone), may be more useful, in general, as the plots in the Graph Panel depict the actual power function for different sample-sizes, across the range of potential differences of hypothesized and data-driven (estimated) means.




Translate this page:

(default)

Deutsch

Español

Français

Italiano

Português

日本語

България

الامارات العربية المتحدة

Suomi

इस भाषा में

Norge

한국어

中文

繁体中文

Русский

Nederlands

Ελληνικά

Hrvatska

Česká republika

Danmark

Polska

România

Sverige

Personal tools