CONTENIDO: A Review of Basic Concepts (Optional)
Introduction to Regression Analysis
Simple Linear Regression
Multiple Regression Models
Model-Building
Variable Screening Methods
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
Case Studies
Modeling the Sale Prices of Residential Properties in Four Neighborhoods
An Analysis of 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
Appendix A: The Mechanics of a Multiple Regression Analysis
Appendix B: A Procedure for Inverting a Matrix
Appendix C: Useful Statistical Tables
Appendix D: SAS for Windows Tutorial
Appendix E: SPSS for Windows Tutorial
Appendix F: MINITAB for Windows Tutorial
Appendix G: File layouts for large data
Answers to Odd-Numbered Exercises
Index. Disponible también en CD-ROM
