Statistics
The study of the collection, analysis, interpretation, presentation, and organization of data.
All categoriesBooks under this sub-category (50 books)
An Introduction to Statistical Learning with Applications in R
Post date: 08 Apr 2016An introduction to statistical learning methods, this book contains a number of R labs with detailed explanations on how to implement the various methods in real life settings.
An Introduction to Statistical Learning with Applications in R
Post date: 08 Apr 2016An introduction to statistical learning methods, this book contains a number of R labs with detailed explanations on how to implement the various methods in real life settings.
Concepts & Applications of Inferential Statistics
Post date: 30 Nov 2016A free, full-length, and interactive statistics textbook. It is a companion site of "VassarStats: Web Site for Statistical Computation".
Publication date: 31 Dec 2015
Document Type: Textbook
Document Type: Textbook
Concepts & Applications of Inferential Statistics
Post date: 30 Nov 2016A free, full-length, and interactive statistics textbook. It is a companion site of "VassarStats: Web Site for Statistical Computation".
Publication date: 31 Dec 2015
Document Type: Textbook
Document Type: Textbook
![[No longer publicly accessible] Statistics and Data Analysis](http://freetechbooks.com/uploads/1479147383-bookstat_rs.jpg)
[No longer publicly accessible] Statistics and Data Analysis
Post date: 15 Nov 2016This 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.
[No longer publicly accessible] Statistics and Data Analysis
Post date: 15 Nov 2016This 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.
A First Course in Design and Analysis of Experiments
Post date: 26 Jun 2016Covers the basic topics in experimental design and analysis and is intended for graduate students and advanced undergraduates.
Publisher:
W. H. Freeman and Company
Publication date: 01 Jan 2010
License: Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported
Publication date: 01 Jan 2010
License: Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported
A First Course in Design and Analysis of Experiments
Post date: 26 Jun 2016Covers the basic topics in experimental design and analysis and is intended for graduate students and advanced undergraduates.
Publisher:
W. H. Freeman and Company
Publication date: 01 Jan 2010
License: Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported
Publication date: 01 Jan 2010
License: Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported
Advanced Data Analysis from an Elementary Point of View
Post date: 29 Jun 2016A textbook on data analysis methods, intended for a one-semester course for advance undergraduate students who have already taken classes in probability, mathematical statistics, and linear regression.
Advanced Data Analysis from an Elementary Point of View
Post date: 29 Jun 2016A textbook on data analysis methods, intended for a one-semester course for advance undergraduate students who have already taken classes in probability, mathematical statistics, and linear regression.
Advanced High School Statistics, First Edition
Post date: 30 Jun 2016An open-source textbook constructed for high school statistics. This textbook covers all topics in the AP* Statistics exam.
Publisher:
OpenIntro, Inc.
Publication date: 10 May 2015
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported
Publication date: 10 May 2015
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported
Advanced High School Statistics, First Edition
Post date: 30 Jun 2016An open-source textbook constructed for high school statistics. This textbook covers all topics in the AP* Statistics exam.
Publisher:
OpenIntro, Inc.
Publication date: 10 May 2015
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported
Publication date: 10 May 2015
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported
Advances in Proof-Theoretic Semantics
Post date: 26 Apr 2017A compilation of papers, which mostly result from The Second International Conference on Proof-Theoretic Semantics in Tübingen in 2013.
Publisher:
Springer-Verlag GmbH
Publication date: 01 Dec 2016
License: Creative Commons Attribution 3.0 Unported
Document Type: Book
Publication date: 01 Dec 2016
License: Creative Commons Attribution 3.0 Unported
Document Type: Book
Advances in Proof-Theoretic Semantics
Post date: 26 Apr 2017A compilation of papers, which mostly result from The Second International Conference on Proof-Theoretic Semantics in Tübingen in 2013.
Publisher:
Springer-Verlag GmbH
Publication date: 01 Dec 2016
License: Creative Commons Attribution 3.0 Unported Document Type: Book
Publication date: 01 Dec 2016
License: Creative Commons Attribution 3.0 Unported Document Type: Book
An Introduction to Data Science
Post date: 28 Jun 2016This book provides non-technical readers with a gentle introduction to essential concepts and activities of data science.
Publication date: 31 Dec 2012
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported
Document Type: Book
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported
Document Type: Book
An Introduction to Data Science
Post date: 28 Jun 2016This book provides non-technical readers with a gentle introduction to essential concepts and activities of data science.
Publication date: 31 Dec 2012
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported Document Type: Book
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported Document Type: Book
An Introduction to the Science of Statistics: From Theory to Implementation, Preliminary Edition
Post date: 23 Dec 2016An introductory textbook, dedicated to a higher level of understanding of the concepts and practical applications of statistics. A solid grasp of concepts and structures in calculus and algebra is required.
Publication date: 16 Feb 2016
Document Type: Textbook
Document Type: Textbook
An Introduction to the Science of Statistics: From Theory to Implementation, Preliminary Edition
Post date: 23 Dec 2016An introductory textbook, dedicated to a higher level of understanding of the concepts and practical applications of statistics. A solid grasp of concepts and structures in calculus and algebra is required.
Publication date: 16 Feb 2016
Document Type: Textbook
Document Type: Textbook
Analyzing Linguistic Data: A Practical Introduction to Statistics using R
Post date: 11 Jul 2016A straightforward introduction to the statistical analysis of language, designed for those with a non-mathematical background.
Analyzing Linguistic Data: A Practical Introduction to Statistics using R
Post date: 11 Jul 2016A straightforward introduction to the statistical analysis of language, designed for those with a non-mathematical background.
Post date: 29 Jun 2016
Lecture notes for Applied Data Science course at Columbia University. It focuses more on the statistics edge, while also teaching readers some basic programming skill.
Lecture notes for Applied Data Science course at Columbia University. It focuses more on the statistics edge, while also teaching readers some basic programming skill.
Publication date: 31 Dec 2012
Post date: 29 Jun 2016Lecture notes for Applied Data Science course at Columbia University. It focuses more on the statistics edge, while also teaching readers some basic programming skill.
Publication date: 31 Dec 2012
Post date: 02 Mar 2021
This book was originally (and currently) designed for use with STAT 420, Methods of Applied Statistics, at the University of Illinois at Urbana-Champaign.
This book was originally (and currently) designed for use with STAT 420, Methods of Applied Statistics, at the University of Illinois at Urbana-Champaign.
Publication date: 30 Oct 2020
License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
Document Type: Textbook
License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
Document Type: Textbook
Post date: 02 Mar 2021This book was originally (and currently) designed for use with STAT 420, Methods of Applied Statistics, at the University of Illinois at Urbana-Champaign.
Publication date: 30 Oct 2020
License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Document Type: Textbook
License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Document Type: Textbook
Bayesian Methods in the Search for MH370
Post date: 26 Apr 2017An account of the work of the teams who were part of the MH370 Flight Path Reconstruction group. Defence scientists contributed a range of expertise to the search: underwater acoustics, satellite communication systems and statistical data processing.
Publisher:
Springer-Verlag GmbH
Publication date: 16 Jul 2016
License: Creative Commons Attribution-NonCommercial 4.0 International
Document Type: Book
Publication date: 16 Jul 2016
License: Creative Commons Attribution-NonCommercial 4.0 International
Document Type: Book
Bayesian Methods in the Search for MH370
Post date: 26 Apr 2017An account of the work of the teams who were part of the MH370 Flight Path Reconstruction group. Defence scientists contributed a range of expertise to the search: underwater acoustics, satellite communication systems and statistical data processing.
Publisher:
Springer-Verlag GmbH
Publication date: 16 Jul 2016
License: Creative Commons Attribution-NonCommercial 4.0 International Document Type: Book
Publication date: 16 Jul 2016
License: Creative Commons Attribution-NonCommercial 4.0 International Document Type: Book
Post date: 07 Mar 2017
A cohesive presentation of concepts of, and methods for, causal inference. Covers causal inference without models, causal inference with models, and causal inference from complex longitudinal data.
A cohesive presentation of concepts of, and methods for, causal inference. Covers causal inference without models, causal inference with models, and causal inference from complex longitudinal data.
Publication date: 05 Mar 2017
Document Type: Textbook
Document Type: Textbook
Post date: 07 Mar 2017A cohesive presentation of concepts of, and methods for, causal inference. Covers causal inference without models, causal inference with models, and causal inference from complex longitudinal data.
Publication date: 05 Mar 2017
Document Type: Textbook
Document Type: Textbook
Post date: 18 May 2016
Both authors give practical advice on a range of topics—from optimizing set-up of RStudio to leveraging C++—that make this book a valuable asset for both experienced and novice programmers.
Both authors give practical advice on a range of topics—from optimizing set-up of RStudio to leveraging C++—that make this book a valuable asset for both experienced and novice programmers.
Post date: 18 May 2016Both authors give practical advice on a range of topics—from optimizing set-up of RStudio to leveraging C++—that make this book a valuable asset for both experienced and novice programmers.
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