Michael Stars

Linear Regression With Python: A Tutorial Introduction to the Mathematics of

Description: 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.

Price: 54.87 AUD

Location: Hillsdale, NSW

End Time: 2025-01-05T01:06:49.000Z

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Linear Regression With Python: A Tutorial Introduction to the Mathematics ofLinear Regression With Python: A Tutorial Introduction to the Mathematics of

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EAN: 9781916279186

UPC: 9781916279186

ISBN: 9781916279186

MPN: N/A

Format: Paperback, 140 pages

Author: Stone, James V.

Item Height: 0.8 cm

Item Length: 22.9 cm

Item Weight: 0.2 kg

Item Width: 15.2 cm

Language: Eng

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Publisher: James V Stone

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