Solutions Manual to accompany Introduction to Linear Regression Analysis E-Book

Douglas C. Montgomery

• Herausgeber: John Wiley & Sons
• Kategorie: Wissenschaft und neue Technologien
• Sprache: Englisch
• Veröffentlichungsjahr: 2013

Seitenzahl: 84

Beschreibung

As the Solutions Manual, this book is meant to accompany the main title, Introduction to Linear Regression Analysis, Fifth Edition. Clearly balancing theory with applications, this book describes both the conventional and less common uses of linear regression in the practical context of today's mathematical and scientific research. Beginning with a general introduction to regression modeling, including typical applications, the book then outlines a host of technical tools that form the linear regression analytical arsenal, including: basic inference procedures and introductory aspects of model adequacy checking; how transformations and weighted least squares can be used to resolve problems of model inadequacy; how to deal with influential observations; and polynomial regression models and their variations. The book also includes material on regression models with autocorrelated errors, bootstrapping regression estimates, classification and regression trees, and regression model validation.

Leseprobe

Contents

Cover

Half Title page

Title page

Copyright page

Preface

Chapter 2: Simple Linear Regression

Chapter 3: Multiple Linear Regression

Chapter 4: Model Adequacy Checking

Chapter 5: Transformations and Weighting to Correct Model Inadequacies

Chapter 6: Diagnostics for Leverage and Influence

Chapter 7: Polynomial Regression Models

Chapter 8: Indicator Variables

Chapter 9: Multicollinearity

Chapter 10: Variable Selection and Model Building

Chapter 11: Validation of Regression Models

Chapter 12: Introduction to Nonlinear Regression

Chapter 13: Generalized Linear Models

Chapter 14: Regression Analysis of Time Series Data

Chapter 15: Other Topics in the Use of Regression Analysis

Introduction to Linear Regression Analysis

Copyright © 2013 by John Wiley & Sons, Inc. All rights reserved.

Published by John Wiley & Sons, Inc., Hoboken, New Jersey. All rights reserved.Published simultaneously in Canada.

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Library of Congress Cataloging-in-Publication Data is available.

ISBN 978-1-1 18-47146-3

PREFACE

This book contains the complete solutions to the first eight chapters and the odd-numbered problems for chapters nine through fifteen in Introduction to Linear Regression Analysis, Fifth Edition. The solutions were obtained using Minitab®, JMP®, and SAS®.

The purpose of the solutions manual is to provide students with a reference to check their answers and to show the complete solution. Students are advised to try to work out the problems on their own before appealing to the solutions manual.

Anne G. RyanVirginia Tech

Dana C. KruegerArizona State University

Scott M. KowalskiMinitab, Inc.

Chapter 2

Simple Linear Regression