Книга Linear Regression With Python James V Stone

Linear Regression With Python

A Tutorial Introduction to the Mathematics of Regression Analysis

Автор: James V Stone
Език: Английски език
Корици: С меки корици
Издател: Sebtel Press
Наличност: Външен склад
Изпращаме след 9-15 дни
24.40 47.73 лв
Linear regression is the workhorse of data analysis. It is the first step, and often the only step,...

Информация за книгата

Автор
Език
Английски език
Корици
Книга - С меки корици
Издадена
2022
страници
140
EAN
9781916279186
ISBN
191627918X
Enbook ID
38717718
Издател
Теглоt
195
Размери
152 x 229 x 8

Пълно описание

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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