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A Second Course In Statistics. Regression Analysis seventh Edition
1 A Review of Basic Concepts (Optional) , 1
2 Introduction to Regression Analysis , 80
3 Simple Linear Regression , 90
4 Multiple Regression Models , 166
5 Principles of Model Building , 261
6 Variable Screening Methods , 326
7 Some Regression Pitfalls , 355
8 Residual Analysis , 383
9 Special Topics in Regression (Optional) , 466
10 Introduction to Time Series Modeling and
Forecasting , 519
11 Principles of Experimental Design , 586
12 The Analysis of Variance for Designed
Experiments , 608
Appendix A Derivation of the least squares Esti-
mates of Bo & B1 in Simple linear
regression , 720
Appendix B The mechanics of a multiple regression
Analysis , 722
Appendix C A Procedure for Inverting a matrix , 751
Appendix D Useful statistical tables , 756
Appendix E File layouts for case study data sets
, 778
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