Foundations of Statistical Analyses and Applications with SAS

1. Elements of Exploratory Data Analysis.- 2. Some Mathematical Statistics for the Normal Distribution.- 3. Regression Analysis.- 4. Categorical Data Analysis.- 5. Analysis of Variance.- 6. Discriminant Analysis.- 7. Cluster Analysis.- 8. Principal Components.- Appendix: A Brief Introduction to SAS.- A.1 Preface.- A.1.1 SAS-Modules.- A.1.2 Different Modes with SAS.- A.2 Fundamentals of SAS Programming.- A.2.1 The Display Manager System.- A.2.2 DATA and PROC Steps.- A.2.3 Some Basic SAS Statements.- A.2.4 Programming in a DATA Step.- A.3 Some SAS Procedures.- A.3.1 PROC MEANS.- A.3.2 PROC GPLOT.- A.3.3 PROC IML.- Data Index.