Książka Linear Regression With Python James V Stone

Linear Regression With Python

A Tutorial Introduction to the Mathematics of Regression Analysis

Autor: James V Stone
Język: Angielski
Oprawa: Miękka
Wydawca: Sebtel Press
Dostępność: Dostępna u dostawcy
Wysyłamy za 9-15 dni
103.70
Linear regression is the workhorse of data analysis. It is the first step, and often the only step,...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2022
strony
140
EAN
9781916279186
ISBN
191627918X
Enbook ID
38717718
Wydawca
Waga
195
Wymiary
152 x 229 x 8

Pełny opis

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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