Statistics

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

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Books under this sub-category (50 books)

An Introduction to Statistical Learning with Applications in R

Post date: 07 Apr 2016
An 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.
Publisher: Springer-Verlag GmbH
Publication date: 24 Jun 2014
 
 An Introduction to Statistical Learning with Applications in R

An Introduction to Statistical Learning with Applications in R

Post date: 07 Apr 2016
An 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.
Publisher: Springer-Verlag GmbH
Publication date: 24 Jun 2014


Concepts & Applications of Inferential Statistics

Post date: 30 Nov 2016
A 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
 
 Concepts & Applications of Inferential Statistics

Concepts & Applications of Inferential Statistics

Post date: 30 Nov 2016
A 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


Modeling with Data: Tools and Techniques for Scientific Computing

Post date: 07 Apr 2016
This book explains how to execute computationally intensive analyses on very large data sets, determine the best methods for solving a variety of different problems, create and debug statistical models, and run an analysis and evaluate the results.
Publisher: Princeton University Press
Publication date: 24 Mar 2009
 
 Modeling with Data: Tools and Techniques for Scientific Computing

Modeling with Data: Tools and Techniques for Scientific Computing

Post date: 07 Apr 2016
This book explains how to execute computationally intensive analyses on very large data sets, determine the best methods for solving a variety of different problems, create and debug statistical models, and run an analysis and evaluate the results.
Publisher: Princeton University Press
Publication date: 24 Mar 2009


A First Course in Design and Analysis of Experiments

Post date: 25 Jun 2016
Covers the basic topics in experimental design and analysis and is intended for graduate students and advanced undergraduates.
 
A First Course in Design and Analysis of Experiments

A First Course in Design and Analysis of Experiments

Post date: 25 Jun 2016
Covers the basic topics in experimental design and analysis and is intended for graduate students and advanced undergraduates.

Advanced Data Analysis from an Elementary Point of View

Post date: 28 Jun 2016
A 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.
Publisher: Cambridge University Press
Publication date: 18 Apr 2016
 
Advanced Data Analysis from an Elementary Point of View

Advanced Data Analysis from an Elementary Point of View

Post date: 28 Jun 2016
A 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.
Publisher: Cambridge University Press
Publication date: 18 Apr 2016


Advanced High School Statistics, First Edition

Post date: 30 Jun 2016
An open-source textbook constructed for high school statistics. This textbook covers all topics in the AP* Statistics exam.
 
Advanced High School Statistics, First Edition

Advanced High School Statistics, First Edition

Post date: 30 Jun 2016
An open-source textbook constructed for high school statistics. This textbook covers all topics in the AP* Statistics exam.

Advances in Proof-Theoretic Semantics

Post date: 26 Apr 2017
A 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
 
Advances in Proof-Theoretic Semantics

Advances in Proof-Theoretic Semantics

Post date: 26 Apr 2017
A 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


An Introduction to Data Science

Post date: 28 Jun 2016
This book provides non-technical readers with a gentle introduction to essential concepts and activities of data science.
 
An Introduction to Data Science

An Introduction to Data Science

Post date: 28 Jun 2016
This book provides non-technical readers with a gentle introduction to essential concepts and activities of data science.

An Introduction to the Science of Statistics: From Theory to Implementation, Preliminary Edition

Post date: 23 Dec 2016
An 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
 
An Introduction to the Science of Statistics: From Theory to Implementation, Preliminary Edition

An Introduction to the Science of Statistics: From Theory to Implementation, Preliminary Edition

Post date: 23 Dec 2016
An 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


Analyzing Linguistic Data: A Practical Introduction to Statistics using R

Post date: 11 Jul 2016
A straightforward introduction to the statistical analysis of language, designed for those with a non-mathematical background.
Publisher: Cambridge University Press
Publication date: 17 Mar 2008
 
Analyzing Linguistic Data: A Practical Introduction to Statistics using R

Analyzing Linguistic Data: A Practical Introduction to Statistics using R

Post date: 11 Jul 2016
A straightforward introduction to the statistical analysis of language, designed for those with a non-mathematical background.
Publisher: Cambridge University Press
Publication date: 17 Mar 2008


Applied Data Science

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.
Publication date: 31 Dec 2012
 
Applied Data Science

Applied Data Science

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.
Publication date: 31 Dec 2012


Bayesian Methods in the Search for MH370

Post date: 26 Apr 2017
An 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
 
Bayesian Methods in the Search for MH370

Bayesian Methods in the Search for MH370

Post date: 26 Apr 2017
An 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


Causal Inference 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.
Publication date: 05 Mar 2017
Document Type: Textbook
 
Causal Inference Book

Causal Inference 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.
Publication date: 05 Mar 2017
Document Type: Textbook


Efficient R programming

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.
Publisher: O’Reilly Media, Inc.
Publication date: 17 May 2016
 
Efficient R programming

Efficient R programming

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.
Publisher: O’Reilly Media, Inc.
Publication date: 17 May 2016


Electronic Statistics Textbook

Post date: 14 Apr 2016
This textbook offers training in the understanding and application of statistics and data mining. The material was developed at the StatSoft R&D department based on many years of teaching undergraduate and graduate statistics courses.
Publisher: StatSoft Inc.
Publication date: 31 Dec 2013
 
Electronic Statistics Textbook

Electronic Statistics Textbook

Post date: 14 Apr 2016
This textbook offers training in the understanding and application of statistics and data mining. The material was developed at the StatSoft R&D department based on many years of teaching undergraduate and graduate statistics courses.
Publisher: StatSoft Inc.
Publication date: 31 Dec 2013


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