Linear Regression With Python: A Tutorial Introduction to the Mathematics of Regression Analysis
Author:   James V Stone
Publisher:   Sebtel Press
ISBN:  

9781916279186


Pages:   140
Publication Date:   15 February 2022
Format:   Paperback
Availability:   Available To Order   Availability explained
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Linear Regression With Python: A Tutorial Introduction to the Mathematics of Regression Analysis


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Overview

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.

Full Product Details

Author:   James V Stone
Publisher:   Sebtel Press
Imprint:   James V Stone
Dimensions:   Width: 15.20cm , Height: 0.80cm , Length: 22.90cm
Weight:   0.195kg
ISBN:  

9781916279186


ISBN 10:   191627918
Pages:   140
Publication Date:   15 February 2022
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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