Foundations of statistical analyses and applications with SAS
著者
書誌事項
Foundations of statistical analyses and applications with SAS
Birkhäuser Verlag, c2002
- タイトル別名
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Angewandte Statistik mit SAS : eine Einführung
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注記
Includes bibliographical references (p. [383]-386) and indexes
内容説明・目次
内容説明
This book links up the theory of a selection of statistical procedures used in general practice with their application to real world data sets using the statistical software package SAS (Statistical Analysis System). These applications are intended to illustrate the theory and to provide, simultaneously, the ability to use the knowledge effectively and readily in execution.
目次
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.
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