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Linear Regression With Python

Name: Linear Regression With Python
Brand: Sebtel Press
SKU: 38717718
Price: 26.29 EUR
Availability: InStock
Author: James V Stone
ISBN: 9781916279186

A Tutorial Introduction to the Mathematics of Regression Analysis

James V Stone

Lingua

Inglese

Libro In brossura

Codice Libristo: 38717718

Casa editrice Sebtel Press, febbraio 2022

Linear regression is the workhorse of data analysis. It is the first step, and often the only step,... Descrizione completa

Codice Libristo: 38717718

64 b

26.29 €

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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.