Kniha Linear Regression With Python James V Stone

Linear Regression With Python

A Tutorial Introduction to the Mathematics of Regression Analysis

Autor: James V Stone
Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Sebtel Press
Dostupnosť: Skladom u dodávateľa
Odosielame za 9-15 dní
22.97
Linear regression is the workhorse of data analysis. It is the first step, and often the only step,...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2022
Stránok
140
EAN
9781916279186
ISBN
191627918X
Enbook ID
38717718
Vydavateľ
Hmotnosť
195
Rozmery
152 x 229 x 8

Kompletný popis

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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