Statistics

The study of the collection, analysis, interpretation, presentation, and organization of data.

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Books under this sub-category (50 books)

Math in Society, Edition 2.4

Post date: 10 Dec 2016
This book is an exploration of the wide world of mathematics, with interesting applications to everyday life. It highlights algorithmic, graphical, algebraic, statistical, and analytic approaches to solving problems.
Publication date: 31 Dec 2013
License: Creative Commons Attribution-ShareAlike 3.0 United States
Document Type: Book
 
Math in Society, Edition 2.4

Math in Society, Edition 2.4

Post date: 10 Dec 2016
This book is an exploration of the wide world of mathematics, with interesting applications to everyday life. It highlights algorithmic, graphical, algebraic, statistical, and analytic approaches to solving problems.
Publication date: 31 Dec 2013
License: Creative Commons Attribution-ShareAlike 3.0 United States Document Type: Book


OpenIntro Statistics, Third Edition

Post date: 30 Jun 2016
An open-source textbook for introductory statistics. It has been used in dozen courses including ones at Princeton University, and the University of Southern California.
 
OpenIntro Statistics, Third Edition

OpenIntro Statistics, Third Edition

Post date: 30 Jun 2016
An open-source textbook for introductory statistics. It has been used in dozen courses including ones at Princeton University, and the University of Southern California.

Probability And Mathematical Statistics

Post date: 19 Jan 2017
An introduction to probability and mathematical statistics intended for students already having some elementary mathematical background.
Publication date: 31 Dec 2013
License: Standard Copyright License
Document Type: Textbook
 
Probability And Mathematical Statistics

Probability And Mathematical Statistics

Post date: 19 Jan 2017
An introduction to probability and mathematical statistics intended for students already having some elementary mathematical background.
Publication date: 31 Dec 2013
License: Standard Copyright License Document Type: Textbook


Probability Theory: The Logic of Science

Post date: 14 Apr 2007
Covers probability theory and all of its conventional mathematics in a wider context than that of the standard textbooks.
Publisher: Cambridge University Press
Publication date: 09 Jun 2003
Document Type: Textbook
 
Probability Theory: The Logic of Science

Probability Theory: The Logic of Science

Post date: 14 Apr 2007
Covers probability theory and all of its conventional mathematics in a wider context than that of the standard textbooks.
Publisher: Cambridge University Press
Publication date: 09 Jun 2003
Document Type: Textbook


R Programming for Data Science

Post date: 04 Aug 2016
Covers the fundamentals of R programming, using the same material developed as part of the industry-leading Johns Hopkins Data Science Specialization.
Publisher: Leanpub
Publication date: 03 Aug 2016
Document Type: Book
 
R Programming for Data Science

R Programming for Data Science

Post date: 04 Aug 2016
Covers the fundamentals of R programming, using the same material developed as part of the industry-leading Johns Hopkins Data Science Specialization.
Publisher: Leanpub
Publication date: 03 Aug 2016
Document Type: Book


Scipy Lecture Notes: One document to learn numerics, science, and data with Python

Post date: 28 May 2016
A self-contained introduction to everything that is needed to use Python for science, from the language itself, to numerical computing or plotting.
Publication date: 31 Dec 2015
License: Creative Commons Attribution 4.0 International
Document Type: Lecture Notes
 
Scipy Lecture Notes: One document to learn numerics, science, and data with Python

Scipy Lecture Notes: One document to learn numerics, science, and data with Python

Post date: 28 May 2016
A self-contained introduction to everything that is needed to use Python for science, from the language itself, to numerical computing or plotting.
Publication date: 31 Dec 2015
License: Creative Commons Attribution 4.0 International Document Type: Lecture Notes


Statistical Analysis with The General Linear Model

Post date: 07 Mar 2017
An introductory textbook describing statistical analysis with analysis of variance (ANOVA, including repeated-measures and mixed designs), simple and multiple regression, and analysis of covariance.
Publication date: 16 Feb 2016
License: Creative Commons Attribution-NonCommercial-NoDerivs 2.5 Generic
Document Type: Textbook
 
Statistical Analysis with The General Linear Model

Statistical Analysis with The General Linear Model

Post date: 07 Mar 2017
An introductory textbook describing statistical analysis with analysis of variance (ANOVA, including repeated-measures and mixed designs), simple and multiple regression, and analysis of covariance.
Publication date: 16 Feb 2016
License: Creative Commons Attribution-NonCommercial-NoDerivs 2.5 Generic Document Type: Textbook


Statistical Data Mining

Post date: 13 Jun 2016
A text for a short course in statistical data mining.
Publication date: 01 May 2002
 
Statistical Data Mining

Statistical Data Mining

Post date: 13 Jun 2016
A text for a short course in statistical data mining.
Publication date: 01 May 2002


Statistical Foundations of Machine Learning

Post date: 20 Apr 2016
This handbook aims to present the statistical foundations of machine learning intended as the discipline which deals with the automatic design of models from data.
Publisher: OTexts
Publication date: 01 Jan 2016
 
Statistical Foundations of Machine Learning

Statistical Foundations of Machine Learning

Post date: 20 Apr 2016
This handbook aims to present the statistical foundations of machine learning intended as the discipline which deals with the automatic design of models from data.
Publisher: OTexts
Publication date: 01 Jan 2016


Statistical inference for data science : A companion to the Coursera Statistical Inference Course

Post date: 24 Oct 2016
This book gives a brief, but rigorous, treatment of statistical inference intended for practicing Data Scientists.
Publisher: Leanpub
Publication date: 24 May 2016
License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
Document Type: Book
 
Statistical inference for data science : A companion to the Coursera Statistical Inference Course

Statistical inference for data science : A companion to the Coursera Statistical Inference Course

Post date: 24 Oct 2016
This book gives a brief, but rigorous, treatment of statistical inference intended for practicing Data Scientists.
Publisher: Leanpub
Publication date: 24 May 2016
License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Document Type: Book


Statistical Learning with Sparsity: The Lasso and Generalizations

Post date: 09 Apr 2016
The explosion in computation and information technology has brought vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. This book descibes the important ideas in these areas in a common conceptual framework.
Publication date: 07 May 2015
 
Statistical Learning with Sparsity: The Lasso and Generalizations

Statistical Learning with Sparsity: The Lasso and Generalizations

Post date: 09 Apr 2016
The explosion in computation and information technology has brought vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. This book descibes the important ideas in these areas in a common conceptual framework.
Publication date: 07 May 2015


Statistics and Data Analysis

Post date: 15 Nov 2016
This book covers basic descriptive statistical and graphical procedures for analyzing data sets. It is not an introductory statistical methods book, but knowledge of its content will help prepare students for a course in methods.
Publication date: 31 Dec 2001
License: Standard Copyright License
Document Type: Textbook
 
Statistics and Data Analysis

Statistics and Data Analysis

Post date: 15 Nov 2016
This book covers basic descriptive statistical and graphical procedures for analyzing data sets. It is not an introductory statistical methods book, but knowledge of its content will help prepare students for a course in methods.
Publication date: 31 Dec 2001
License: Standard Copyright License Document Type: Textbook


Statistics Done Wrong: The woefully complete guide

Post date: 13 May 2016
Statistics Done Wrong is a pithy, essential guide to statistical blunders in modern science that will show you how to keep your research blunder-free.
Publisher: No Starch Press
Publication date: 16 Mar 2015
License: Creative Commons Attribution 4.0 International
 
Statistics Done Wrong: The woefully complete guide

Statistics Done Wrong: The woefully complete guide

Post date: 13 May 2016
Statistics Done Wrong is a pithy, essential guide to statistical blunders in modern science that will show you how to keep your research blunder-free.
Publisher: No Starch Press
Publication date: 16 Mar 2015
License: Creative Commons Attribution 4.0 International


STATSREF: Statistical Analysis Handbook

Post date: 29 Nov 2016
This handbook provides a comprehensive guide to statistical concepts, methods and tools, with many examples being provided using a variety of software tools such as R, MATLab and SPSS to clarify the concepts discussed.
Publication date: 31 Dec 2015
Document Type: Book
 
STATSREF: Statistical Analysis Handbook

STATSREF: Statistical Analysis Handbook

Post date: 29 Nov 2016
This handbook provides a comprehensive guide to statistical concepts, methods and tools, with many examples being provided using a variety of software tools such as R, MATLab and SPSS to clarify the concepts discussed.
Publication date: 31 Dec 2015
Document Type: Book


The Art of R Programming

Post date: 29 Jul 2016
A guided tour of software development with R, from basic types and data structures to advanced topics like closures, recursion, and anonymous functions. No statistical knowledge is required.
Publisher: No Starch Press
Publication date: 01 Sep 2009
Document Type: Book
 
The Art of R Programming

The Art of R Programming

Post date: 29 Jul 2016
A guided tour of software development with R, from basic types and data structures to advanced topics like closures, recursion, and anonymous functions. No statistical knowledge is required.
Publisher: No Starch Press
Publication date: 01 Sep 2009
Document Type: Book


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