实验设计与方法SPSS

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Experiment Design and Anlysis 实验设计与分析。作者 Howard J. Seltman, 2015年出版，428页

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关键词：SPSS 实验设计 PSS experiment anlysis Design

This is a textbook for Carnegie Mellon University.
Preface
This book is intended as required reading material for my course, Experimental Design for the Behavioral and Social Sciences, a second level statistics course for undergraduate students in the College of Humanities and Social Sciences at Carnegie Mellon University. This course is also cross-listed as a graduate level course for Masters and PhD students (in fields other than Statistics), and supplementary material is included for this level of study.
Over the years the course has grown to include students from dozens of majors beyond Psychology and the Social Sciences and from all of the Colleges of the University. This is appropriate because Experimental Design is fundamentally the same for all fields. This book tends towards examples from behavioral and social sciences, but includes a full range of examples.

Contents

1. 1 The Big Picture 1
   
2. 2 Variable Classification 9
   
3. 3 Review of Probability 19
   
4. 4 Exploratory Data Analysis 61
   
5. 5 Learning SPSS: Data and EDA 101
   
6. 6 t-test 141
   
7. 7 One-way ANOVA 171
   
8. 8 Threats to Your Experiment 191
   
9. 9 Simple Linear Regression 213
   
10. 10 Analysis of Covariance 241
    
11. 11 Two-Way ANOVA 267
    
12. 12 Statistical Power 293
    
13. 13 Contrasts and Custom Hypotheses 319
    
14. 14 Within-Subjects Designs 339
    
15. 15 Mixed Models 357
    
16. 16 Categorical Outcomes 379
    
17. 17 Going beyond this course 407

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Data for the book
hseltman.data.zip (13.88 KB) 本附件包括：

• background.sav
• CarNoise.dat
• circle.sav
• circleWide.sav
• corn.dat
• EDA1.dat
• EDA2.dat
• EDA3.dat
• FecCort.sav
• GenericANCOVA.dat
• lethargy.dat
• LRex.dat
• mathGender.dat
• mathtest.dat
• MMvideo.txt
• MoralSent.dat
• MRdistract.dat
• osteoTall.sav
• osteoWide.sav
• Performance.dat
• pet4.sav
• qq.dat
• schools.txt

2016-7-16 09:32:01 上传

Data for the book

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