Titel: Linear Regression With Matlab: A Tutorial Introduction to the Mathematics of Regression Analysis (Paperback or Softback)
Verlag: Sebtel Press 2/15/2022
Ver�ffentlichungsdatum: 2022
Sprache: Englisch
ISBN-10: 1916279171
ISBN-13: 9781916279179
Bindung: Paperback or Softback
Zustand: New
Buchtyp: Book

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Inhaltsangabe

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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