Linear Regression: A Tutorial Introduction to the Mathematics of Regression Analysis (Tutorial Introductions)

Stone, James V

ISBN 10: 1916279198 / ISBN 13: 9781916279193

Published by Sebtel Press, 2022

About this Item

Seller Inventory # 26394733552

Bibliographic Details

• Title: Linear Regression: A Tutorial Introduction to the Mathematics of Regression Analysis (Tutorial Introductions)
• Publisher: Sebtel Press
• Publication Date: 2022
• Language: English
• ISBN 10: 1916279198
• ISBN 13: 9781916279193
• Binding: Soft cover
• Condition: New

About this title

Synopsis

Linear regression is the workhorse of data analysis. It is the first step, and often the only step, in fitting a simple model to data. This brief book explains the essential mathematics required to understand and apply regression analysis. The tutorial style of writing, accompanied by over 30 diagrams, offers a visually intuitive account of linear regression, including a brief overview of nonlinear and Bayesian regression. Hands-on experience is provided in the form of numerical examples, implemented online with Python and Matlab code. Supported by a comprehensive glossary and tutorial appendices, this book is an ideal introduction to regression analysis.