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Linear Regression With Python

A Tutorial Introduction to the Mathematics of Regression Analysis

Language EnglishEnglish
Book Paperback
Book Linear Regression With Python James V Stone
Libristo code: 38717718
Publishers Sebtel Press, February 2022
Linear regression is the workhorse of data analysis. It is the first step, and often the only step,... Full description
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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, included as Python code at the end of each chapter, and implemented online as Python and Matlab code. Supported by a comprehensive glossary and tutorial appendices, this book provides an ideal introduction to regression analysis.

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About the book

Full name Linear Regression With Python
Author James V Stone
Language English
Binding Book - Paperback
Date of issue 2022
Number of pages 140
EAN 9781916279186
ISBN 191627918X
Libristo code 38717718
Publishers Sebtel Press
Weight 195
Dimensions 152 x 229 x 8

Categories

Mathematics & Science > Mathematics > Probability & statistics
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