目录
1. Introduction and Review of Basic Statistics With SPSS 1
Variables
Research Hypotheses and Research Questions
A Sample Research Problem: The Modified High School and Beyond (HSB) Study
Research Questions for the Modified HSB Study
Frequency Distributions
Levels of Measurement
Descriptive Statistics
Conclusions About Measurement and the Use of Statistics
The Normal Curve
Interpretation Questions
2. Data Coding and Exploratory Analysis (EDA) 24
Rules for Data Coding
Exploratory Data Analysis (EDA)
Statistical Assumptions
Checking for Errors and Assumptions With Ordinal and Scale Variables
Using Tables and Figures for EDA
Transforming Variables
Interpretation Questions
Extra Problems
3. Selecting and Interpreting Inferential Statistics 46
Selection of Inferential Statistics
The General Linear Model
Interpreting the Results of a Statistical Test
An Example of How to Select and Interpret Inferential Statistics
Review of Writing About Your Outputs
Conclusion
Interpretation Questions
4. Several Measures of Reliability 63
Problem 4.1: Cronbach's Alpha for the Motivation Scale
Problems 4.2 & 4.3: Cronbach's Alpha for the Competence and Pleasure Scales
Problem 4.4: Test-Retest Reliability Using Correlation
Problem 4.5: Cohen's Kappa With Nominal Data
Interpretation Questions
Extra Problems
5. Exploratory Factor Analysis and Principal Components Analysis 76
Problem 5.1: Factor Analysis on Math Attitude Variables
Problem 5.2: Principal Components Analysis on Achievement Variables
Interpretation Questions
Extra Problems
6. Multiple Regression 90
Problem 6.1: Using the Simultaneous Method to Compute Multiple Regression
Problem 6.2: Simultaneous Regression Correcting Multicollinearity
Problem 6.3: Hierarchical Multiple Linear Regression
Interpretation Questions
7. Logistic Regression and Discriminant Analysis 109
Problem 7.1: Logistic Regression
Problem 7.2: Hierarchical Logistic Regression
Problem 7.3: Discriminant Analysis (DA)
Interpretation Questions
8. Factorial ANOVA and ANCOVA 129
Problem 8.1: Factorial (2-Way) ANOVA
Problem 8.2: Post Hoc Analysis of a Significant Interaction
Problem 8.3: Analysis of Covariance (ANCOVA)
Interpretation Questions
Extra Problems
9. Repeated Measures and Mixed ANOVAs 147
The Product Data Set
Problem 9.1: Repeated Measures ANOVA
Problem 9.2: The Friedman Nonparametric Test for Several Related Samples
Problem 9.3: Mixed ANOVA
Interpretation Questions
10. Multivariate Analysis of Variance (MANOVA) and Canonical Correlation 162
Problem 10.1: GLM Single-Factor Multivariate Analysis of Variance
Problem 10.2: GLM Two-Factor Multivariate Analysis of Variance
Problem 10.3: Mixed MANOVA
Problem 10.4: Canonical Correlation
Interpretation Questions

大家在下载之后 把压缩包的名字按照顺序改成 1 2 3 4
然后解压就没问题了