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Linear Regression With Matlab

Om Linear Regression With Matlab

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 Matlab 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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  • Språk:
  • Engelska
  • ISBN:
  • 9781916279179
  • Format:
  • Häftad
  • Sidor:
  • 140
  • Utgiven:
  • 15. februari 2022
  • Mått:
  • 152x229x8 mm.
  • Vikt:
  • 195 g.
  Fri leverans
Leveranstid: 2-4 veckor
Förväntad leverans: 16. december 2024

Beskrivning av Linear Regression With Matlab

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 Matlab 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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