Second Course in Statistics Regression Analysis

ISBN-10: 0133968219
ISBN-13: 9780133968217
Edition: 5th 1996
List price: $110.67
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Description: Appropriate for either the second term of an introductory statistics course or for a course in applied regression analysis for graduate students in all disciplines. This text focuses on building linear statistical models and on developing skills  More...

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Book details

List price: $110.67
Edition: 5th
Copyright year: 1996
Publisher: Prentice Hall PTR
Publication date: 1/18/1996
Binding: Hardcover
Pages: 766
Size: 8.50" wide x 9.75" long x 1.50" tall
Weight: 3.542
Language: English

Appropriate for either the second term of an introductory statistics course or for a course in applied regression analysis for graduate students in all disciplines. This text focuses on building linear statistical models and on developing skills for implementing regression analysis in real life situations. The fifth edition now includes applications for engineering, sociology, psychology, etc., as well as traditional business applications. The authors use material from news articles, magazines, professional journals, and actual consulting problems to illustrate real business problems and how to solve them by using the tools of regression analysis.

Review of Basic Concepts (Optional)
Introduction to Regression Analysis
Simple Linear Regression
Multiple Regression
Model Building
Some Regression Pitfalls
Residual Analysis
Special Topics in Regression (Optional)
Time Series Modeling and Forecasting
Principles of Experimental Design
The Analysis of Variance for Designed Experiments (Note: the following chapters are case studies.)
Modeling the Sale Prices of Residential Properties in Four Neighborhoods
An Analysis in Rain Levels in California
Reluctance to Transmit Bad News: The MUM Effect
An Investigation of Factors Affecting the Sale Price of Condominium Units Sold at Public Auction
Modeling Daily Peak Electricity Demands
The Mechanics of a Multiple Regression Analysis
A Procedure for Inverting a Matrix
Useful Statistical Tables
SAS Tutorial
SPSS Tutorial
MINITAB Tutorial
ASP Tutorial Data Sets
Answers to Odd-Numbered Exercises
Index

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