OpenIntro Statistics: Second Edition

OpenIntro Statistics: Second Edition

The OpenIntro project was founded in 2009 to improve the quality and availability of education by producing exceptional books and teaching tools that are free to use and easy to modify. Our inaugural effort is OpenIntro Statistics. Probability is optional, inference is key, and we feature real data whenever possible.

Description
We hope readers will take away three ideas from this book in addition to forming a foundation of statistical thinking and methods.
(1) Statistics is an applied eld with a wide range of practical applications.
(2) You don’t have to be a math guru to learn from real, interesting data.
(3) Data are messy, and statistical tools are imperfect. But, when you understand the strengths and weaknesses of these tools, you can use them to learn about the real world.

Table of Contents

  • Introduction to data
  • Probability (special topic)
  • Distributions of random variables
  • Foundations for inference
  • Inference for numerical data
  • Inference for categorical data
  • Introduction to linear regression
  • Multiple and logistic regression

Book Details

Author(s): David M Diez, Christopher D Barr and Mine Çetinkaya-Rundel.
Publisher: CreateSpace
Format(s): PDF
File size: 10.34 MB
Number of pages: 426
Link: Download.







Leave a Reply

You must be logged in to post a comment.