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Linear Regression: A Tutorial Introduction to the Mathematics of Regression Analysis by James V. Stone

Linear Regression: A Tutorial Introduction to the Mathematics of Regression Analysis

by James V. Stone
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Book cover type: Paperback
  • ISBN13: 9781916279193
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Sebtel Press
  • Publisher Imprint: Sebtel Press
  • Publication Date:
  • Pages: 128
  • Original Price: USD 19.95
  • Language: English
  • Edition: N/A
  • Item Weight: 182 grams
  • BISAC Subject(s): Probability & Statistics / Regression Analysis

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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