SOCR Books
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== [[SOCR_EduMaterials| SOCR Educational Materials]] - SOCR Books == | == [[SOCR_EduMaterials| SOCR Educational Materials]] - SOCR Books == | ||
[[Image:SOCR_Icon_ConceptsMethods.png|150px|thumbnail|right| SOCR Concepts & Methods]] | [[Image:SOCR_Icon_ConceptsMethods.png|150px|thumbnail|right| SOCR Concepts & Methods]] | ||
+ | |||
+ | ==Printed SOCR Books== | ||
+ | |||
+ | ===Data Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics=== | ||
+ | |||
+ | 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)=== | ||
+ | [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]. | ||
+ | |||
+ | ====DSPA Reviews==== | ||
+ | * [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]. | ||
+ | |||
+ | ====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] (over '''5M''', as of May 2020). | ||
+ | * [https://scholar.google.com/scholar?cites=10523091112419095119&as_sdt=80000005&sciodt=0,23&hl=en Citations] | ||
==Electronic SOCR Books== | ==Electronic SOCR Books== | ||
- | * [[SOCR_Events_Aug2009 |It's Online, Therefore it Exists! 2009 SOCR Continuing Statistics Education Workshop Handbook]] | + | The SOCR EBooks are community-built, open-access, multilingual, and blend information technology, scientific techniques, modern pedagogical concepts and data-driven demonstrations. |
- | + | ||
- | * [[ | + | === [http://dspa.predictive.space Data Science and Predictive Analytics (DSPA)]=== |
+ | * [http://www.springer.com/us/book/9783319723464 The DSPA Springer Book], ISBN 978-3-319-72346-4 . | ||
+ | |||
+ | ===[http://wiki.socr.umich.edu/index.php/SMHS Scientific Methods for Health Sciences EBook]=== | ||
+ | * ISBN 978-0-9829949-6-2. | ||
+ | |||
+ | === [[EBook | Interactive SOCR AP Statistics Curriculum (Wiki EBook)]]=== | ||
+ | * [[SOCR_Events_Aug2009 |It's Online, Therefore it Exists! 2009 SOCR Continuing Statistics Education Workshop Handbook]], ISBN 978-0-9829949-0-0. | ||
+ | |||
+ | === [http://www.socr.ucla.edu/docs/SOCR_2009_Workshop/Handbook/SOCR_Workshop_Booklet_Aug2009.pdf SOCR 2009 Workshop Booklet]=== | ||
+ | * [http://www.socr.ucla.edu/docs/SOCR_2009_Workshop/Handbook/SOCR_Workshop_Booklet_Aug2009_mid.pdf (320MB, high-res) PDF], [http://repositories.cdlib.org/socr/events/SOCR_Workshop_2009/ California Digital Library], [http://e-library.net/item.php?n=17144 E-Library], [http://books.google.com/books?id=yNQwoxSilCQC GoogleBooks]. | ||
+ | * ISBN 978-0-615-30464-9 | ||
+ | * ISBN 978-0-9829949-0-0 | ||
+ | |||
+ | === [[Statistics_for_life_and_health_sciences_EBook| Stats 13: Statistics for_life_and health sciences EBook]]=== | ||
+ | |||
* [[SOCR_Events_Aug2007 | 2007 SOCR Continuing Statistics Education Handbook]] | * [[SOCR_Events_Aug2007 | 2007 SOCR Continuing Statistics Education Handbook]] | ||
- | + | * [http://books.google.com/books?id=XnSstU0cy1EC PDF1], [http://e-library.net/item.php?n=11440 PDF2] and [http://repositories.cdlib.org/socr/events/SOCR_2007_Workshop/workshop_handbook2007 PDF3]. | |
+ | * ISBN 978-0-9829949-3-1 | ||
+ | |||
+ | === Cell Nuclear Morphology Analysis Using 3D Shape Modeling, Machine Learning and Visual Analytics=== | ||
+ | * Kalinin, Alexandr (2018) Doctoral Dissertation (University of Michigan) [http://hdl.handle.net/2027.42/147598 Cell Nuclear Morphology Analysis Using 3D Shape Modeling, Machine Learning and Visual Analytics]. | ||
== Books Referencing SOCR Resources== | == Books Referencing SOCR Resources== | ||
The following textbooks utilize SOCR resources and reference SOCR tools as part of their concept demonstrations. | The following textbooks utilize SOCR resources and reference SOCR tools as part of their concept demonstrations. | ||
+ | |||
+ | ===[http://books.google.com/books?id=QNZBi8Ka_sUC Probability Distributions Used in Reliability Engineering]=== | ||
+ | * Title: Probability Distributions Used in Reliability Engineering | ||
+ | * Authors: '''Andrew N O'Connor''' | ||
+ | * Publisher: RIAC, 2011 | ||
+ | * ISBN: [http://www2.loot.co.za/shop/product.jsp?lsn=0321322150 1933904062, 9781933904061] | ||
+ | |||
+ | ===[http://www.amazon.ca/gp/aw/d.html?qid=1267327803&a=0321322150 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: [http://www2.loot.co.za/shop/product.jsp?lsn=0321322150 9780321322159 / 0321322150] | ||
+ | |||
+ | ===[http://books.google.com/books?id=E30KLS9qr4EC 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 | ||
+ | |||
+ | ===[http://books.google.com/books?id=lAZMh4aRmA4C Developing Students' Statistical Reasoning: Connecting Research and Teaching Practice]=== | ||
+ | * Title: [http://books.google.com/books?id=lAZMh4aRmA4C&pg=PA387&dq=SOCR.ucla.edu&cd=6#v=onepage&q=SOCR.ucla.edu&f=false Developing Students' Statistical Reasoning: Connecting Research and Teaching Practice] | ||
+ | * Authors: '''Joan Garfield''' and '''Dani Ben-Zvi''' | ||
+ | * Publisher: Springer, 2008, 408 pages. | ||
+ | * ISBN: [http://books.google.com/books?id=lAZMh4aRmA4C 1402083823 / 9781402083822] | ||
+ | |||
+ | ===[http://books.google.com/books?id=O0lvP7iczzsC 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 [http://books.google.com/books?id=O0lvP7iczzsC 160566880X, 9781605668802], Length 333 pages | ||
+ | |||
+ | ===[http://books.google.com/books?id=kjO93Jaqo24C Standardsoftware für das Business Forecasting]=== | ||
+ | * Title: Standardsoftware für das Business Forecasting | ||
+ | * Author: '''Carsten Schmierer''' | ||
+ | * Publisher: GRIN Verlag, 2009 | ||
+ | * ISBN [http://books.google.com/books?id=kjO93Jaqo24C 3640318668, 9783640318667], Length 76 pages | ||
+ | |||
+ | ===[http://books.google.com/books?id=BtEjLpNuZ-cC Bacterial and bacteriophage genetics]=== | ||
+ | * Title: Bacterial and bacteriophage genetics | ||
+ | * Author: Edward Asahel Birge | ||
+ | * Edition: 5, illustrated | ||
+ | * Publisher: Birkhäuser, 2006 | ||
+ | * ISBN: [http://books.google.com/books?id=BtEjLpNuZ-cC 0387239197, 9780387239194], Length 577 pages | ||
+ | |||
+ | ===[http://books.google.com/books?id=kQ85pWs1muQC 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: [http://books.google.com/books?id=kQ85pWs1muQC 0307451631, 9780307451637],Length 480 pages | ||
===Food Security, Poverty and Nutrition Analysis: Statistical Methods and Policy Application=== | ===Food Security, Poverty and Nutrition Analysis: Statistical Methods and Policy Application=== |
Current revision as of 21:19, 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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