Statistics
The study of the collection, analysis, interpretation, presentation, and organization of data.
All categoriesBooks under this sub-category (50 books)
Electronic Statistics Textbook
Post date: 14 Apr 2016This 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.
Electronic Statistics Textbook
Post date: 14 Apr 2016This 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.
Experimental Design and Analysis
Post date: 28 Apr 2016This 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
Post date: 28 Apr 2016This 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: 21 Apr 2016This 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.
Forecasting: Principles and Practice
Post date: 21 Apr 2016This 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.
From Algorithms to Z-Scores: Probabilistic and Statistical Modeling in Computer Science
Post date: 19 Jul 2016A 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
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
Post date: 19 Jul 2016A 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
License: Creative Commons Attribution-No Derivative Works 3.0 United States License Document Type: Textbook
HyperStat Online Statistics Textbook
Post date: 14 Apr 2016An online statistics book with links to other statistics resources on the web.
Publication date: 31 Dec 2013
HyperStat Online Statistics Textbook
Post date: 14 Apr 2016An 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 2016This 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
Publication date: 18 Jul 2014
License: Creative Commons Attribution-ShareAlike 3.0 Unported
Document Type: Textbook
Intro Stat with Randomization and Simulation, 1st Edition
Post date: 14 Dec 2016This 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
Publication date: 18 Jul 2014
License: Creative Commons Attribution-ShareAlike 3.0 Unported Document Type: Textbook
Introduction to Machine Learning
Post date: 03 Apr 2016These 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.
Introduction to Machine Learning
Post date: 03 Apr 2016These 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.
Introduction to Probability and Statistics Using R
Post date: 23 Jun 2016A textbook written for an undergraduate course in probability and statistics.
Introduction to Probability and Statistics Using R
Post date: 23 Jun 2016A textbook written for an undergraduate course in probability and statistics.
Introduction to Probability, Statistics, and Random Processes
Post date: 20 Jul 2016This 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
Post date: 20 Jul 2016This 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
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.
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
Document Type: Lecture Notes
Post date: 29 Oct 2016These 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
Document Type: Lecture Notes
Introduction to Statistical Thought
Post date: 13 May 2016The 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.
Publication date: 21 Feb 2013
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States
Introduction to Statistical Thought
Post date: 13 May 2016The 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.
Publication date: 21 Feb 2013
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States
Introduction to Statistics and Data Analysis for Physicists
Post date: 22 Oct 2016A free statistic textbook which focuses on modern applications in nuclear and particle physics. Topics include data analysis in modern experiments and likelihood.
Introduction to Statistics and Data Analysis for Physicists
Post date: 22 Oct 2016A free statistic textbook which focuses on modern applications in nuclear and particle physics. Topics include data analysis in modern experiments and likelihood.
Introductory Business Statistics
Post date: 04 May 2017Explores 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
Publication date: 01 Dec 2010
License: Creative Commons Attribution-ShareAlike 4.0 International
Document Type: Textbook
Introductory Business Statistics
Post date: 04 May 2017Explores 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
Publication date: 01 Dec 2010
License: Creative Commons Attribution-ShareAlike 4.0 International Document Type: Textbook
Post date: 11 Oct 2023
A textbook for a standard one-semester introductory statistics course for general education students.
A textbook for a standard one-semester introductory statistics course for general education students.
Publisher:
Self-publishing
Publication date: 01 Jan 2012
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States
Document Type: Textbook
Publication date: 01 Jan 2012
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States
Document Type: Textbook
Post date: 11 Oct 2023A textbook for a standard one-semester introductory statistics course for general education students.
Publisher:
Self-publishing
Publication date: 01 Jan 2012
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States Document Type: Textbook
Publication date: 01 Jan 2012
License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States Document Type: Textbook
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.
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
Publication date: 28 Sep 2016
License: Creative Commons Attribution 4.0 International
Document Type: Textbook
Post date: 12 Nov 2016This 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
Publication date: 28 Sep 2016
License: Creative Commons Attribution 4.0 International Document Type: Textbook
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