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Answering questions with data: Introductory Statistics for Psychology Students

Contributor: Crump

Publisher: Crump Lab

License: CC BY-SA

This is a free textbook teaching introductory statistics for undergraduates in Psychology. This textbook is part of a larger OER course package for teaching undergraduate statistics in Psychology, including this textbook, a lab manual, and a course website. All of the materials are free and copiable, with source code maintained in Github repositories.

(1 review)

Lies, Damned Lies, or Statistics: How to Tell the Truth with Statistics

Contributor: Poritz

Publisher: Colorado State University Pueblo

License: CC BY-SA

This is a first draft of a free (as in speech, not as in beer, [Sta02]) (although it is free as in beer as well) textbook for a one-semester, undergraduate statistics course. It was used for Math 156 at Colorado State University–Pueblo in the spring semester of 2017.

(2 reviews)

Learning Statistics with R: A tutorial for psychology students and other beginners

Contributor: Navarro

Publisher: Danielle Navarro

License: CC BY-SA

Learning Statistics with R covers the contents of an introductory statistics class, as typically taught to undergraduate psychology students, focusing on the use of the R statistical software. The book discusses how to get started in R as well as giving an introduction to data manipulation and writing scripts. From a statistical perspective, the book discusses descriptive statistics and graphing first, followed by chapters on probability theory, sampling and estimation, and null hypothesis testing. After introducing the theory, the book covers the analysis of contingency tables, t-tests, ANOVAs and regression. Bayesian statistics are covered at the end of the book.

(4 reviews)

Advanced High School Statistics - 2nd Edition

Contributors: Diez, Barr, Çetinkaya-Rundel, and Dorazio

Publisher: OpenIntro

License: CC BY-SA

We hope readers will take away three ideas from this book in addition to forming a foundationof statistical thinking and methods.

(4 reviews)

Introductory Statistics with Randomization and Simulation - First Edition

Contributors: Diez, Barr, and Çetinkaya-Rundel

Publisher: OpenIntro

License: CC BY-NC-SA

We hope readers will take away three ideas from this book in addition to forming a foundation of statistical thinking and methods.

(5 reviews)

Introductory Business Statistics

Contributors: Holmes, Illowsky, and Dean

Publisher: OpenStax

License: CC BY

Introductory Business Statistics is designed to meet the scope and sequence requirements of the one-semester statistics course for business, economics, and related majors. Core statistical concepts and skills have been augmented with practical business examples, scenarios, and exercises. The result is a meaningful understanding of the discipline, which will serve students in their business careers and real-world experiences.

(7 reviews)

Introduction to Statistics

Contributor: Lane

Publisher: David Lane

License: CC0

Introduction to Statistics is a resource for learning and teaching introductory statistics. This work is in the public domain. Therefore, it can be copied and reproduced without limitation. However, we would appreciate a citation where possible. Please cite as: Online Statistics Education: A Multimedia Course of Study (http://onlinestatbook.com/). Project Leader: David M. Lane, Rice University. Instructor's manual, PowerPoint Slides, and additional questions are available.

(14 reviews)

Statistical Inference For Everyone

Contributor: Blais

Publisher: Brian Blais

License: CC BY-SA

This is a new approach to an introductory statistical inference textbook, motivated by probability theory as logic. It is targeted to the typical Statistics 101 college student, and covers the topics typically covered in the first semester of such a course. It is freely available under the Creative Commons License, and includes a software library in Python for making some of the calculations and visualizations easier.

(3 reviews)

Introductory Business Statistics with Interactive Spreadsheets - 1st Canadian Edition

Contributors: Mahbobi and Tiemann

Publisher: BCcampus

License: CC BY

Introductory Business Statistics with Interactive Spreadsheets – 1st Canadian Edition is an adaptation of Thomas K. Tiemann's book, Introductory Business Statistics. This new edition still contains the basic ideas behind statistics, such as populations, samples, the difference between data and information, and sampling distributions as well as information on descriptive statistics and frequency distributions, normal and t-distributions, hypothesis testing, t-tests, f-tests, analysis of variance, non-parametric tests, and regression basics. New topics include the chi-square test and categorical variables, null and alternative hypotheses for the test of independence, simple linear regression model, least squares method, coefficient of determination, confidence interval for the average of the dependent variable, and prediction interval for a specific value of the dependent variable.

(4 reviews)

Introductory Business Statistics

Contributor: Tiemann

Publisher: BCcampus

License: CC BY

The book "Introductory Business Statistics" by Thomas K. Tiemann explores the basic ideas behind statistics, such as populations, samples, the difference between data and information, and most importantly sampling distributions. The author covers topics including descriptive statistics and frequency distributions, normal and t-distributions, hypothesis testing, t-tests, f-tests, analysis of variance, non-parametric tests, and regression basics. Using real-world examples throughout the text, the author hopes to help students understand how statistics works, not just how to "get the right number."

(4 reviews)