· 2013· Book chapter
Linear Regression Analysis
- 2,764citations
- 2013year
Short summary
This book provides a comprehensive treatment of linear regression analysis, expanding coverage of diagnostics and model fitting methods.
AI-generated from the title and abstract; the full text is not read.
Key points
- Comprehensive treatment of linear regression analysis.
- Expanded coverage of diagnostics and model fitting methods.
- Requires knowledge of matrix algebra and basic regression.
- Includes over 200 problems with outline solutions.
- Extensively class-tested revision.
AI-generated from the title and abstract; the full text is not read.
Abstract
Concise, mathematically clear, and comprehensive treatment of the subject.* Expanded coverage of diagnostics and methods of model fitting.* Requires no specialized knowledge beyond a good grasp of matrix algebra and some acquaintance with straight-line regression and simple analysis of variance models.* More than 200 problems throughout the book plus outline solutions for the exercises.* This revision has been extensively class-tested.
The authors' abstract, as published at the source., 2013 · DOI ↗
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Field: Statistics and Probability
Statistics and ProbabilityMathematics