Introduction to Linear Regression Analysis by Douglas C. Montgomery

Introduction to Linear Regression Analysis

Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining

Wiley · Print & ebook · March 16, 2021

A Mathematics pick for readers exploring Introduction to Linear Regression Analysis.

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Who it’s for
A grounded introduction to regression principles, model-building, applications, and generalized techniques.
Themes
Linear regression analysis, Regression model building, Theory and application
Genres
Regression Analysis

About this book

INTRODUCTION TO LINEAR REGRESSION ANALYSIS A comprehensive and current introduction to the fundamentals of regression analysis Introduction to Linear Regression Analysis, 6th Edition is the most comprehensive, fulsome, and current examination of the foundations of linear regression analysis.

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Fully updated in this new sixth edition, the distinguished authors have included new material on generalized regression techniques and new examples to help the reader understand retain the concepts taught in the book. The new edition focuses on four key areas of improvement over the fifth edition: - New exercises and data sets - New material on generalized regression techniques - The inclusion of JMP software in key areas - Carefully condensing the text where possible Introduction to Linear Regression Analysis skillfully blends theory and application in both the conventional and less common uses of regression analysis in today’s cutting-edge scientific research. The text equips readers to understand the basic principles needed to apply regression model-building techniques in various fields of study, including engineering, management, and the health sciences.

Regression Model-Building

A grounded introduction to regression principles, model-building, applications, and generalized techniques.

Come here for

  • Foundational principles for applying linear regression
  • Theory alongside conventional and less common applications

Expect

  • New material on generalized regression techniques
  • JMP software included in key areas

Where it sits

Regression Analysis100%

Percentages are BookFrontier’s reading of the book.

Publisher categories

  • Linear Algebra
  • Regression Analysis
Authors
Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining
Publisher
Wiley
Published
March 16, 2021
Format
Print & ebook
Theme
Linear regression analysis · Regression model building · Theory and application
Reading lane
Linear Algebra