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Anotace knihy

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.

Parametry knihy

• Plný název: Linear Regression With Python
• Podnázev: A Tutorial Introduction to the Mathematics of Regression Analysis
• Autor: James V Stone
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 140
• EAN: 9781916279186
• ISBN: 191627918X
• ID: 38717718
• Nakladatelství: Sebtel Press
• Hmotnost: 195 g
• Rozměry: 229 × 152 × 8 mm
• Datum vydání: 15. February 2022

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