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

by James V. Stone
Save 24% Save 24%
Current price ₹2,109.00
Original price ₹2,777.00
Original price ₹2,777.00
Original price ₹2,777.00
(-24%)
₹2,109.00
Current price ₹2,109.00

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Book cover type: Paperback
  • ISBN13: 9781916279186
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Sebtel Press
  • Publisher Imprint: Sebtel Press
  • Publication Date:
  • Pages: 140
  • Original Price: GBP 21.95
  • Language: English
  • Edition: N/A
  • Item Weight: 195 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, 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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