# SOCR Books

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* [https://blogs.valpo.edu/mcapaldi/ Mindy Capaldi] (2019) [https://doi.org/10.1111/insr.12317 Data Science and Predictive Analytics: Biomedical and Health Applications Using R , Dinov, Ivo D. Springer, 2018, xxxiv + 832 pages, $89.99, hardcover ISBN: 978‐3‐319‐72346], [https://onlinelibrary.wiley.com/journal/17515823 ISI Review], DOI [https://doi.org/10.1111/insr.12317 10.1111/insr.12317]. | * [https://blogs.valpo.edu/mcapaldi/ Mindy Capaldi] (2019) [https://doi.org/10.1111/insr.12317 Data Science and Predictive Analytics: Biomedical and Health Applications Using R , Dinov, Ivo D. Springer, 2018, xxxiv + 832 pages, $89.99, hardcover ISBN: 978‐3‐319‐72346], [https://onlinelibrary.wiley.com/journal/17515823 ISI Review], DOI [https://doi.org/10.1111/insr.12317 10.1111/insr.12317]. | ||

+ | * Benjamin H. Saracco. (2020) [https://dx.doi.org/10.5195/jmla.2020.901 Review of Data Science and Predictive Analytics: Biomedical and Health Applications Using R], J Med Libr Assoc. 108(2): 344. [https://dx.doi.org/10.5195/jmla.2020.901 doi: 10.5195/jmla.2020.901], [https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7069824/ PMCID: PMC7069824]. | ||

* [https://www.amazon.com/Data-Science-Predictive-Analytics-Applications/dp/3319723464#customerReviews Amazon Reviews]. | * [https://www.amazon.com/Data-Science-Predictive-Analytics-Applications/dp/3319723464#customerReviews Amazon Reviews]. | ||

====DSPA Metrics==== | ====DSPA Metrics==== | ||

- | * [http://www.bookmetrix.com/detail/book/5770d06e-77d1-4327-98e9-ab68d455eddb#downloads Downloads, Readers, Mentions] and [https://link.springer.com/book/10.1007%2F978-3-319-72347-1 Book downloads] (''' | + | * [http://www.bookmetrix.com/detail/book/5770d06e-77d1-4327-98e9-ab68d455eddb#downloads Downloads, Readers, Mentions] and [https://link.springer.com/book/10.1007%2F978-3-319-72347-1 Book downloads] (over '''5M''', as of May 2020). |

* [https://scholar.google.com/scholar?cites=10523091112419095119&as_sdt=80000005&sciodt=0,23&hl=en Citations] | * [https://scholar.google.com/scholar?cites=10523091112419095119&as_sdt=80000005&sciodt=0,23&hl=en Citations] | ||

## Current revision as of 21:17, 2 May 2020

## SOCR Educational Materials - SOCR Books

## Printed SOCR Books

### Data Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics

Dinov, ID and Velev, MV (2021) Data Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics, De Gruyter STEM Series, Berlin/Boston, ISBN 9783110697803 / 3110697807; spacekime.org.

### Data Science and Predictive Analytics (DSPA)

*Data Science and Predictive Analytics: Biomedical and Health Applications using R*, ISBNs 978-3-319-72346-4 (printed), 978-3-319-72347-1 (electronic), (2018) Ivo D. Dinov, Springer International, Computer Science Series. Library of Congress Control Number: 2018930887.

#### DSPA Reviews

- Mindy Capaldi (2019) Data Science and Predictive Analytics: Biomedical and Health Applications Using R , Dinov, Ivo D. Springer, 2018, xxxiv + 832 pages, $89.99, hardcover ISBN: 978‐3‐319‐72346, ISI Review, DOI 10.1111/insr.12317.
- Benjamin H. Saracco. (2020) Review of Data Science and Predictive Analytics: Biomedical and Health Applications Using R, J Med Libr Assoc. 108(2): 344. doi: 10.5195/jmla.2020.901, PMCID: PMC7069824.
- Amazon Reviews.

#### DSPA Metrics

- Downloads, Readers, Mentions and Book downloads (over
**5M**, as of May 2020). - Citations

## Electronic SOCR Books

The SOCR EBooks are community-built, open-access, multilingual, and blend information technology, scientific techniques, modern pedagogical concepts and data-driven demonstrations.

### Data Science and Predictive Analytics (DSPA)

### Scientific Methods for Health Sciences EBook

### Interactive SOCR AP Statistics Curriculum (Wiki EBook)

- It's Online, Therefore it Exists! 2009 SOCR Continuing Statistics Education Workshop Handbook, ISBN 978-0-9829949-0-0.

### SOCR 2009 Workshop Booklet

- (320MB, high-res) PDF, California Digital Library, E-Library, GoogleBooks.
- ISBN 978-0-615-30464-9
- ISBN 978-0-9829949-0-0

### Stats 13: Statistics for_life_and health sciences EBook

### Cell Nuclear Morphology Analysis Using 3D Shape Modeling, Machine Learning and Visual Analytics

- Kalinin, Alexandr (2018) Doctoral Dissertation (University of Michigan) Cell Nuclear Morphology Analysis Using 3D Shape Modeling, Machine Learning and Visual Analytics.

## Books Referencing SOCR Resources

The following textbooks utilize SOCR resources and reference SOCR tools as part of their concept demonstrations.

### Probability Distributions Used in Reliability Engineering

- Title: Probability Distributions Used in Reliability Engineering
- Authors:
**Andrew N O'Connor** - Publisher: RIAC, 2011
- ISBN: 1933904062, 9781933904061

### Introductory Statistics: Exploring the World Through Data

- Title: Introductory Statistics: Exploring the World Through Data
- Authors:
**Robert Gould**and**Colleen Ryan** - Publisher: RightsHouse, 2012
- ISBN: 9780321322159 / 0321322150

### Advanced performance improvement in health care: principles and methods

- Title: Advanced performance improvement in health care: principles and methods
- Authors:
**Donald E. Lighter** - Publisher: Jones & Bartlett Learning, 2009
- ISBN: 0763764493, 9780763764494

### Developing Students' Statistical Reasoning: Connecting Research and Teaching Practice

- Title: Developing Students' Statistical Reasoning: Connecting Research and Teaching Practice
- Authors:
**Joan Garfield**and**Dani Ben-Zvi** - Publisher: Springer, 2008, 408 pages.
- ISBN: 1402083823 / 9781402083822

### Cases on Online and Blended Learning Technologies in Higher Education: Concepts and Practices

- Title: Cases on Online and Blended Learning Technologies in Higher Education: Concepts and Practices
- Author:
**Yukiko Inoue** - Publisher: Idea Group Inc (IGI), 2009
- ISBN 160566880X, 9781605668802, Length 333 pages

### Standardsoftware für das Business Forecasting

- Title: Standardsoftware für das Business Forecasting
- Author:
**Carsten Schmierer** - Publisher: GRIN Verlag, 2009
- ISBN 3640318668, 9783640318667, Length 76 pages

### Bacterial and bacteriophage genetics

- Title: Bacterial and bacteriophage genetics
- Author: Edward Asahel Birge
- Edition: 5, illustrated
- Publisher: Birkhäuser, 2006
- ISBN: 0387239197, 9780387239194, Length 577 pages

### Homeschool Your Child for Free: More Than 1,400 Smart, Effective, and Practical Resources for Educating Your Family at Home

- Authors: LauraMaery Gold, Joan M. Zielinski
- Edition: 2, revised
- Publisher: Random House, Inc., 2009
- ISBN: 0307451631, 9780307451637,Length 480 pages

### Food Security, Poverty and Nutrition Analysis: Statistical Methods and Policy Application

The International Food Policy Research Institute, a publicly funded, not-for-profit international research institution, whose main audience is located in developing countries, used the SOCR T-distribution table in a recently published book.

- Authors: IFPRI researchers,
**Suresh Babu**and**Prabuddha Sanyal**. - Book Title:
*Food Security, Poverty and Nutrition Analysis: Statistical Methods and Policy Application*. - Publisher: Elsevier.
- Publication date: December 2008.

### Playful Math

- Author:
**Arturas Medonis** - Summary:
*Playful Math*is intended as a series of notebook type publications gradually introducing basic math concepts in a playful environment. Examples, grid space for self-discoveries, hands-on activity templates will provide you opportunity to drill the same technique with different numbers. Random numbers here are brought exactly for this specific purpose. On the way, your inner prodigy will be nurtured. 1+3+5=3*3: those numbers are not ordinary numbers. 5-year-old prodigy child discovered them. He had fun with numbers all his life and later was called Mozart of mathematics. You definitely want to follow the discovery. - Published by Lulu.com, 2006
- ISBN 1847283675, 9781847283672, 116 pages

### Handbook of Mathematics for Engineers and Scientists

- Authors:
**Andrei D. Polyanin, Alexander V. Manzhirov** - Summary: The Handbook of Mathematics for Engineers and Scientists covers the main fields of mathematics and focuses on the methods used for obtaining solutions of various classes of mathematical equations that underlie the mathematical modeling of numerous phenomena and processes in science and technology. To accommodate different mathematical backgrounds, the preeminent authors outline the material in a simplified, schematic manner, avoiding special terminology wherever possible. This concise, comprehensive compendium of mathematical definitions, formulas, and theorems provides the foundation for exploring scientific and technological phenomena.
- Published by CRC Press, 2007
- ISBN 1584885025, 9781584885023, 1509 pages

- SOCR Home page: http://www.socr.ucla.edu

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