A Handbook of Statistical Analyses using SPSS

Contents
1 A Brief Introduction to SPSS
2 Data Description and Simple Inference for Continuous Data: The Lifespans of Rats and Ages at Marriage in the U.S.
3 Simple Inference for Categorical Data: From Belief in the Afterlife to the Death Penalty and Race
4 Multiple Linear Regression: Temperatures in America and Cleaning Cars
5 Analysis of Variance I: One-Way Designs; Fecundity of Fruit Flies, Finger Tapping, and Female Social Skills.
6 Analysis of Variance II: Factorial Designs; Does Marijuana Slow You Down? and Do Slimming Clinics Work?
7 Analysis of Repeated Measures I: Analysis of Variance Type Models; Field Dependence and a Reverse Stroop Task
8 Analysis of Repeated Measures II: Linear Mixed Effects Models; Computer Delivery of Cognitive Behavioral Therapy
9 Logistic Regression: Who Survived the Sinking of the Titanic?
10 Survival Analysis: Sexual Milestones in Women and Field Dependency of Children.
11 Principal Component Analysis and Factor Analysis: Crime in the U.S. and AIDS Patients’ Evaluations of Their Clinicians
12 Classification: Cluster Analysis and Discriminant Function Analysis; Tibetan Skulls
References
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