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portada Linear Regression: A Tutorial Introduction to the Mathematics of Regression Analysis (Tutorial Introductions)
Type
Physical Book
Author
Publisher
Year
2022
Language
English
Pages
126
Format
Paperback
Dimensions
22.9 x 15.2 x 0.7 cm
Weight
0.18 kg.
ISBN13
9781916279193
Categories

Linear Regression: A Tutorial Introduction to the Mathematics of Regression Analysis (Tutorial Introductions)

James V. Stone (Author) · Sebtel Press · Paperback

Linear Regression: A Tutorial Introduction to the Mathematics of Regression Analysis (Tutorial Introductions) - Stone, James V.

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Synopsis "Linear Regression: A Tutorial Introduction to the Mathematics of Regression Analysis (Tutorial Introductions) "

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, implemented online with Python and Matlab code. Supported by a comprehensive glossary and tutorial appendices, this book is an ideal introduction to regression analysis.

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