A Handbook of Statistical Analyses using SPSS

1 A Brief Introduction to SPSS
1.1 Introduction
1.2 Getting Help
1.3 Data Entry
1.3.1 The Data View Spreadsheet
1.3.2 The Variable View Spreadsheet
1.4 Storing and Retrieving Data Files
1.5 The Statistics Menus
1.5.1 Data File Handling
1.5.2 Generating New Variables
1.5.3 Running Statistical Procedures
1.5.4 Constructing Graphical Displays
1.6 The Output Viewer
1.7 The Chart Editor
1.8 Programming in SPSS
2 Data Description and Simple Inference for Continuous
Data: The Lifespans of Rats and Ages at Marriage in the
2.1 Description of Data
2.2 Methods of Analysis.
2.3 Analysis Using SPSS
2.3.1 Lifespans of Rats
2.3.2 Husbands and Wives
2.4 Exercises
2.4.1 Guessing the Width of a Lecture Hall
2.4.2 More on Lifespans of Rats: Significance Tests for Model
2.4.3 Motor Vehicle Theft in the U.S.
2.4.4 Anorexia Nervosa Therapy
2.4.5 More on Husbands and Wives: Exact Nonparametric Tests
Simple Inference for Categorical Data: From Belief in
the Afterlife to the Death Penalty and Race
3.1 Description of Data
3.2 Methods of Analysis
3.3 Analysis Using SPSS
3.3.1 Husbands and Wives Revisited.
3.3.2 Lifespans of Rats Revisited
3.3.3 Belief in the Afterlife
3.3.4 Incidence of Suicidal Feelings
3.3.5 Oral Contraceptive Use and Blood Clots
3.3.6 Alcohol and Infant Malformation
3.3.7 Death Penalty Verdicts
3.4 Exercises
3.4.1 Depersonalization and Recovery from Depression
3.4.2 Drug Treatment of Psychiatric Patients: Exact Tests for
Two-Way Classifications
3.4.3 Tics and Gender
3.4.4 Hair Color and Eye Color
4 Multiple Linear Regression: Temperatures in America
and Cleaning Cars
4.1 Description of Data
4.2 Multiple Linear Regression
4.3 Analysis Using SPSS
4.3.1 Cleaning Cars
4.3.2 Temperatures in America
4.4 Exercises.
4.4.1 Air Pollution in the U.S.
4.4.2 Body Fat
4.4.3 More on Cleaning Cars: Influence Diagnostics
5 Analysis of Variance I: One-Way Designs; Fecundity of
Fruit Flies, Finger Tapping, and Female Social Skills.
5.1 Description of Data
5.2 Analysis of Variance.
5.3 Analysis Using SPSS
5.3.1 Fecundity of Fruit Flies .
5.3.2 Finger Tapping and Caffeine Consumption.
5.3.3 Social Skills of Females
5.4 Exercises.
5.4.1 Cortisol Levels in Psychotics: Kruskal-Wallis Test
5.4.2 Cycling and Knee-Joint Angles
5.4.3 More on Female Social Skills: Informal Assessment of
MANOVA Assumptions
6 Analysis of Variance II: Factorial Designs; Does Marijuana
Slow You Down? and Do Slimming Clinics Work?
6.1 Description of Data
6.2 Analysis of Variance
6.3 Analysis Using SPSS
6.3.1 Effects of Marijuana Use
6.3.2 Slimming Clinics
6.4 Exercises
6.4.1 Headache Treatments
6.4.2 Biofeedback and Hypertension
6.4.3 Cleaning Cars Revisited: Analysis of Covariance
6.4.4 More on Slimming Clinics
7 Analysis of Repeated Measures I: Analysis of Variance
Type Models; Field Dependence and a Reverse Stroop
7.1 Description of Data
7.2 Repeated Measures Analysis of Variance
7.3 Analysis Using SPSS
7.4 Exercises
7.4.1 More on the Reverse Stroop Task
7.4.2 Visual Acuity Data.
7.4.3 Blood Glucose Levels
8 Analysis of Repeated Measures II: Linear Mixed Effects
Models; Computer Delivery of Cognitive Behavioral
8.1 Description of Data
8.2 Linear Mixed Effects Models
8.3 Analysis Using SPSS
8.4 Exercises
8.4.1 Salsolinol Levels and Alcohol Dependency
8.4.2 Estrogen Treatment for Post-Natal Depression
8.4.3 More on “Beating the Blues”: Checking the Model for
the Correlation Structure
9 Logistic Regression: Who Survived the Sinking of the
9.1 Description of Data
9.2 Logistic Regression
9.3 Analysis Using SPSS
9.4 Exercises
9.4.1 More on the Titanic Survivor Data
9.4.2 GHQ Scores and Psychiatric Diagnosis
9.4.3 Death Penalty Verdicts Revisited

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