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Linear Regression With Python

A Tutorial Introduction to the Mathematics of Regression Analysis

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Linear Regression With Python James V Stone
Libristo kod: 38717718
Nakladnici Sebtel Press, veljača 2022
Linear regression is the workhorse of data analysis. It is the first step, and often the only step,... Cijeli opis
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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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Informacije o knjizi

Puni naziv Linear Regression With Python
Autor James V Stone
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2022
Broj stranica 140
EAN 9781916279186
ISBN 191627918X
Libristo kod 38717718
Nakladnici Sebtel Press
Težina 195
Dimenzije 152 x 229 x 8

Kategorija

Mathematics & Science > Mathematics > Probability & statistics
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