Difference between revisions of "SOCR Books"
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== [[SOCR_EduMaterials| SOCR Educational Materials]] - SOCR Books == | == [[SOCR_EduMaterials| SOCR Educational Materials]] - SOCR Books == | ||
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==Printed SOCR Books== | ==Printed SOCR Books== | ||
===Data Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics=== | ===Data Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics=== | ||
| − | + | [[Image:Book_Cover_TCIU_9783110697803.jpg|100px|thumbnail|right| [https://www.degruyter.com/view/title/576646 TCIU/Spacekime Book] ]] | |
Dinov, ID and Velev, MV (2021) [https://www.degruyter.com/view/title/576646 Data Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics], [https://www.degruyter.com/view/serial/STEM-B De Gruyter STEM Series], Berlin/Boston, ISBN 9783110697803 / 3110697807; [https://spacekime.org spacekime.org]. | Dinov, ID and Velev, MV (2021) [https://www.degruyter.com/view/title/576646 Data Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics], [https://www.degruyter.com/view/serial/STEM-B De Gruyter STEM Series], Berlin/Boston, ISBN 9783110697803 / 3110697807; [https://spacekime.org spacekime.org]. | ||
===Data Science and Predictive Analytics (DSPA)=== | ===Data Science and Predictive Analytics (DSPA)=== | ||
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| + | === DSPA 1<sup>st</sup> edition=== | ||
| + | [[Image:Book_Cover_DSPA_9783319723464.jpg|100px|thumbnail|left| [https://www.springer.com/us/book/9783319723464 DSPA Book] ]] | ||
[http://www.springer.com/us/book/9783319723464 ''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, [http://www.springer.com/computer?SGWID=0-146-0-0-0 Springer International, Computer Science Series]. Library of Congress Control Number: [https://lccn.loc.gov/2018930887 2018930887]. | [http://www.springer.com/us/book/9783319723464 ''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, [http://www.springer.com/computer?SGWID=0-146-0-0-0 Springer International, Computer Science Series]. Library of Congress Control Number: [https://lccn.loc.gov/2018930887 2018930887]. | ||
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| + | === DSPA 2<sup>nd</sup> edition=== | ||
| + | [[Image:Book_Cover_DSPA2_978-3-031-17483-4.jpg|100px|thumbnail|right| [https://link.springer.com/book/9783031174827 DSPA2 Book] ]] | ||
| + | Dinov, ID, 2023. [https://link.springer.com/book/9783031174827 Data Science and Predictive Analytics: Biomedical and Health Applications using R], 2nd edition, [https://www.springer.com/series/15487 Springer Series in Applied Machine Learning], [https://link.springer.com/book/9783031174827 ISBN 978-3-031-17482-7]. | ||
====DSPA Reviews==== | ====DSPA Reviews==== | ||
[[Image:ISIR.png|150px|thumbnail|right| [https://doi.org/10.1111/insr.12317 ISI Review] ]] | [[Image:ISIR.png|150px|thumbnail|right| [https://doi.org/10.1111/insr.12317 ISI Review] ]] | ||
| − | * [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]. | ||
| + | * [https://en.wikipedia.org/wiki/Data_Science_and_Predictive_Analytics Wikipedia DSPA]. | ||
====DSPA Metrics==== | ====DSPA Metrics==== | ||
| − | * [http://www.bookmetrix.com/detail/book/5770d06e-77d1-4327-98e9-ab68d455eddb#downloads Downloads, Readers, Mentions] | + | * [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] | ||
==Electronic SOCR Books== | ==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. | The SOCR EBooks are community-built, open-access, multilingual, and blend information technology, scientific techniques, modern pedagogical concepts and data-driven demonstrations. | ||
| + | |||
| + | ===[https://socr.umich.edu/BPAD/ Biomedical Physics with Applications in Disease (BPAD)]=== | ||
| + | * [https://socr.umich.edu/BPAD/ Biomedical Physics with Applications in Disease (BPAD)] | ||
=== [http://dspa.predictive.space Data Science and Predictive Analytics]=== | === [http://dspa.predictive.space Data Science and Predictive Analytics]=== | ||
* [http://www.springer.com/us/book/9783319723464 The DSPA Springer Book]. | * [http://www.springer.com/us/book/9783319723464 The DSPA Springer Book]. | ||
| + | * [https://link.springer.com/book/10.1007%2F978-3-319-72347-1 SpringerLink]. | ||
=== [[SMHS| Scientific Methods for Health Sciences (SMHS) EBook]]=== | === [[SMHS| Scientific Methods for Health Sciences (SMHS) EBook]]=== | ||
Latest revision as of 08:00, 12 February 2024
Contents
- 1 SOCR Educational Materials - SOCR Books
- 2 Printed SOCR Books
- 3 Electronic SOCR Books
- 3.1 Biomedical Physics with Applications in Disease (BPAD)
- 3.2 Data Science and Predictive Analytics
- 3.3 Scientific Methods for Health Sciences (SMHS) EBook
- 3.4 Interactive SOCR AP Statistics Curriculum (Wiki EBook)
- 3.5 It's Online, Therefore it Exists! 2009 SOCR Continuing Statistics Education Workshop Handbook
- 3.6 Stats 13: Statistics for life and health sciences EBook
- 3.7 2007 SOCR Continuing Statistics Education Handbook
- 3.8 Cell Nuclear Morphology Analysis Using 3D Shape Modeling, Machine Learning and Visual Analytics
- 4 Books Referencing SOCR Resources
- 4.1 An Introduction to Genetics for Language Scientists
- 4.2 Statistics Using Technology
- 4.3 Nonparametric Statistics for Health Care Research: Statistics for Small Samples and Unusual Distributions
- 4.4 Using R and RStudio for Data Management, Statistical Analysis, and Graphics
- 4.5 Probability Distributions Used in Reliability Engineering
- 4.6 Probability Distributions Used in Reliability Engineering
- 4.7 Statistics for Marketing and Consumer Research
- 4.8 Social Media in Higher Education: Teaching in Web 2.0
- 4.9 Advanced performance improvement in health care: principles and methods
- 4.10 Developing Students' Statistical Reasoning: Connecting Research and Teaching Practice
- 4.11 Cases on Online and Blended Learning Technologies in Higher Education: Concepts and Practices
- 4.12 Standardsoftware für das Business Forecasting
- 4.13 Bacterial and bacteriophage genetics
- 4.14 Homeschool Your Child for Free: More Than 1,400 Smart, Effective, and Practical Resources for Educating Your Family at Home
- 4.15 Food Security, Poverty and Nutrition Analysis: Statistical Methods and Policy Application
- 4.16 Playful Math
- 4.17 Handbook of Mathematics for Engineers and Scientists
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)
DSPA 1st edition
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 2nd edition
Dinov, ID, 2023. Data Science and Predictive Analytics: Biomedical and Health Applications using R, 2nd edition, Springer Series in Applied Machine Learning, ISBN 978-3-031-17482-7.
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.
- Wikipedia DSPA.
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.
Biomedical Physics with Applications in Disease (BPAD)
Data Science and Predictive Analytics
Scientific Methods for Health Sciences (SMHS) EBook
- ISBN: 978-0-9829949-1-7.
Interactive SOCR AP Statistics Curriculum (Wiki EBook)
- ISBN 978-0-9829949-0-0
It's Online, Therefore it Exists! 2009 SOCR Continuing Statistics Education Workshop Handbook
- (10MB, low-res) PDF, (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
2007 SOCR Continuing Statistics Education Handbook
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.
An Introduction to Genetics for Language Scientists
- Title: An Introduction to Genetics for Language Scientists
- Authors: Dan Dediu
- Publisher: Cambridge University Press, 2015
- ISBN: 1107001293, 9781107001299
Statistics Using Technology
- Title: Statistics Using Technology
- Authors: Kathryn Kozak
- Publisher: Lulu, 2014
- ISBN: 1312185198, 9781312185197
Nonparametric Statistics for Health Care Research: Statistics for Small Samples and Unusual Distributions
- Title: Nonparametric Statistics for Health Care Research: Statistics for Small Samples and Unusual Distributions
- Authors: Marjorie A. Pett
- Publisher: SAGE Publications, 2015
- ISBN: 1483324524, 9781483324524
Using R and RStudio for Data Management, Statistical Analysis, and Graphics
- Title: Using R and RStudio for Data Management, Statistical Analysis, and Graphics
- Authors: Nicholas J. Horton, Ken Kleinman
- Publisher: CRC Press, 2015
- ISBN: 1482237377, 9781482237375
Probability Distributions Used in Reliability Engineering
- Title: Probability Distributions Used in Reliability Engineering
- Authors: Andrew N O'Connor
- Publisher: RIAC, 2011
- ISBN: 1933904062, 9781933904061
Probability Distributions Used in Reliability Engineering
- Title: Probability Distributions Used in Reliability Engineering
- Authors: Andrew N O'Connor
- Publisher: RIAC, 2011
- ISBN: 1933904062, 9781933904061
Statistics for Marketing and Consumer Research
- Title: Statistics for Marketing and Consumer Research
- Authors: Mario Mazzocchi
- Publisher: Sage, 2008
- ISBN: [1473903521, 9781473903524]
Social Media in Higher Education: Teaching in Web 2.0
- Title: Social Media in Higher Education: Teaching in Web 2.0
- Editors: Monica Patrut, Bogdan Patrut
- Publisher: Idea Group Inc (IGI), 2013
- ISBN: [1466629711, 9781466629714]
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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