Statistics

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

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Books under this sub-category (51 books)

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
Document Type: Textbook
 
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
Document Type: Textbook


Experimental Design and Analysis

Post date: 27 Apr 2016
This book focuses on design and analysis of experiments. It is intended as required reading material for Experimental Design for the Behavioral and Social Sciences course for undergraduate students at Carnegie Mellon University.
Publication date: 08 Sep 2015
 
Experimental Design and Analysis

Experimental Design and Analysis

Post date: 27 Apr 2016
This book focuses on design and analysis of experiments. It is intended as required reading material for Experimental Design for the Behavioral and Social Sciences course for undergraduate students at Carnegie Mellon University.
Publication date: 08 Sep 2015


Forecasting: Principles and Practice

Post date: 20 Apr 2016
This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly. Examples use R with many data sets taken from the authors' own consulting experience.
Publisher: OTexts
Publication date: 17 Oct 2013
 
Forecasting: Principles and Practice

Forecasting: Principles and Practice

Post date: 20 Apr 2016
This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly. Examples use R with many data sets taken from the authors' own consulting experience.
Publisher: OTexts
Publication date: 17 Oct 2013


From Algorithms to Z-Scores: Probabilistic and Statistical Modeling in Computer Science

Post date: 19 Jul 2016
A textbook for a course in mathematical probability and statistics for computer science students.
Publication date: 01 Jun 2015
License: Creative Commons Attribution-No Derivative Works 3.0 United States License
Document Type: Textbook
 
From Algorithms to Z-Scores: Probabilistic and Statistical Modeling in Computer Science

From Algorithms to Z-Scores: Probabilistic and Statistical Modeling in Computer Science

Post date: 19 Jul 2016
A textbook for a course in mathematical probability and statistics for computer science students.
Publication date: 01 Jun 2015
License: Creative Commons Attribution-No Derivative Works 3.0 United States License Document Type: Textbook


HyperStat Online Statistics Textbook

Post date: 14 Apr 2016
An online statistics book with links to other statistics resources on the web.
Publication date: 31 Dec 2013
 
HyperStat Online Statistics Textbook

HyperStat Online Statistics Textbook

Post date: 14 Apr 2016
An online statistics book with links to other statistics resources on the web.
Publication date: 31 Dec 2013


Intro Stat with Randomization and Simulation, 1st Edition

Post date: 14 Dec 2016
This textbook takes a different approach, where the foundations for inference are provided using randomization and simulation methods. Once a solid foundation is formed, a transition is made to traditional approaches.
Publisher: CreateSpace Independent Publishing Platform
Publication date: 18 Jul 2014
License: Creative Commons Attribution-ShareAlike 3.0 Unported
Document Type: Textbook
 
Intro Stat with Randomization and Simulation, 1st Edition

Intro Stat with Randomization and Simulation, 1st Edition

Post date: 14 Dec 2016
This textbook takes a different approach, where the foundations for inference are provided using randomization and simulation methods. Once a solid foundation is formed, a transition is made to traditional approaches.
Publisher: CreateSpace Independent Publishing Platform
Publication date: 18 Jul 2014
License: Creative Commons Attribution-ShareAlike 3.0 Unported Document Type: Textbook


Introduction to Machine Learning

Post date: 02 Apr 2016
These lecture notes are used in an introductory course in Machine Learning at Purdue University. Strong background in Probability theory, Linear Algebra and Programming are a must.
Publisher: Cambridge University Press
Publication date: 01 Oct 2010
 
Introduction to Machine Learning

Introduction to Machine Learning

Post date: 02 Apr 2016
These lecture notes are used in an introductory course in Machine Learning at Purdue University. Strong background in Probability theory, Linear Algebra and Programming are a must.
Publisher: Cambridge University Press
Publication date: 01 Oct 2010


Introduction to Probability and Statistics Using R

Post date: 23 Jun 2016
A textbook written for an undergraduate course in probability and statistics.
Publication date: 24 Mar 2011
License: GNU Free Documentation License
Document Type: Textbook
 
Introduction to Probability and Statistics Using R

Introduction to Probability and Statistics Using R

Post date: 23 Jun 2016
A textbook written for an undergraduate course in probability and statistics.
Publication date: 24 Mar 2011
License: GNU Free Documentation License Document Type: Textbook


Introduction to Probability, Statistics, and Random Processes

Post date: 20 Jul 2016
This book introduces students to probability, statistics, and stochastic processes. It can be used by both students and practitioners in engineering, various sciences, finance, and other related fields.
Publication date: 24 Aug 2014
 
Introduction to Probability, Statistics, and Random Processes

Introduction to Probability, Statistics, and Random Processes

Post date: 20 Jul 2016
This book introduces students to probability, statistics, and stochastic processes. It can be used by both students and practitioners in engineering, various sciences, finance, and other related fields.
Publication date: 24 Aug 2014


Introduction to Python for Econometrics, Statistics and Numerical Analysis: 3rd Edition, 1st Revision

Post date: 29 Oct 2016
These notes are designed for someone new to statistical computing wishing to develop a set of skills necessary to perform original research using Python.
Publication date: 09 Sep 2019
Document Type: Lecture Notes
 
Introduction to Python for Econometrics, Statistics and Numerical Analysis: 3rd Edition, 1st Revision

Introduction to Python for Econometrics, Statistics and Numerical Analysis: 3rd Edition, 1st Revision

Post date: 29 Oct 2016
These notes are designed for someone new to statistical computing wishing to develop a set of skills necessary to perform original research using Python.
Publication date: 09 Sep 2019
Document Type: Lecture Notes


Introduction to Statistical Thought

Post date: 12 May 2016
The book is intended as an upper level undergraduate or introductory graduate textbook in statistical thinking with a likelihood emphasis for students with a good knowledge of calculus and the ability to think abstractly.
 
Introduction to Statistical Thought

Introduction to Statistical Thought

Post date: 12 May 2016
The book is intended as an upper level undergraduate or introductory graduate textbook in statistical thinking with a likelihood emphasis for students with a good knowledge of calculus and the ability to think abstractly.

Introduction to Statistics and Data Analysis for Physicists

Post date: 22 Oct 2016
A free statistic textbook which focuses on modern applications in nuclear and particle physics. Topics include data analysis in modern experiments and likelihood.
Publisher: Deutsches Elektronen-Synchrotron
Publication date: 01 Feb 2010
Document Type: Textbook
 
Introduction to Statistics and Data Analysis for Physicists

Introduction to Statistics and Data Analysis for Physicists

Post date: 22 Oct 2016
A free statistic textbook which focuses on modern applications in nuclear and particle physics. Topics include data analysis in modern experiments and likelihood.
Publisher: Deutsches Elektronen-Synchrotron
Publication date: 01 Feb 2010
Document Type: Textbook


Introductory Business Statistics

Post date: 04 May 2017
Explores the basic ideas behind statistics, such as populations, samples, the difference between data and information, and most importantly sampling distributions.
Publisher: Global Text Project
Publication date: 01 Dec 2010
License: Creative Commons Attribution-ShareAlike 4.0 International
Document Type: Textbook
 
Introductory Business Statistics

Introductory Business Statistics

Post date: 04 May 2017
Explores the basic ideas behind statistics, such as populations, samples, the difference between data and information, and most importantly sampling distributions.
Publisher: Global Text Project
Publication date: 01 Dec 2010
License: Creative Commons Attribution-ShareAlike 4.0 International Document Type: Textbook


Introductory Statistics

Post date: 12 Nov 2016
This book follows scope and sequence requirements of a one-semester introduction to statistics course and is geared toward students majoring in fields other than math or engineering.
Publisher: OpenStax
Publication date: 28 Sep 2016
License: Creative Commons Attribution 4.0 International
Document Type: Textbook
 
Introductory Statistics

Introductory Statistics

Post date: 12 Nov 2016
This book follows scope and sequence requirements of a one-semester introduction to statistics course and is geared toward students majoring in fields other than math or engineering.
Publisher: OpenStax
Publication date: 28 Sep 2016
License: Creative Commons Attribution 4.0 International Document Type: Textbook


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