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

Stone, James V

ISBN 10: 1916279198 / ISBN 13: 9781916279193

Verlag: Sebtel Press, 2022

Beschreibung

Bestandsnummer des Verkäufers 26394733552

Bibliografische Details

• Titel: Linear Regression: A Tutorial Introduction to the Mathematics of Regression Analysis (Tutorial Introductions)
• Verlag: Sebtel Press
• Erscheinungsjahr: 2022
• Sprache: Englisch
• ISBN-10: 1916279198
• ISBN-13: 9781916279193
• Einband: Softcover
• Zustand: New

Über diesen Titel

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