1. Part Three. Data Analysis

2. Chapter 10: Introduction to Statistics
Descriptive Statistics
Data Distributions
Frequency Distributions
Summary Statistics
Central Tendency
Mode
Mean
Median

3. The Normal Curve Sample Distribution Data Transformation Dispersion
Range
Variance
Standard Deviation
The Normal Curve
Sample Distribution
Data Transformation

4. Chapter 11: Hypothesis Testing
Research Questions and Hypotheses
Purposes of Hypotheses
Criteria for Useful Hypotheses
The Null Hypothesis
Testing Hypotheses for Statistical Significance

5. The Importance of Significance Error
Type I error
Type II error
Balancing Type I and Type II Error

6. Chapter 12: Basic Statistical Procedures
History of Small-Sample Statistics
Nonparametric Statistics
Chi-Square Goodness of Fit
(Degrees of Freedom)
Contingency Table Analysis

7. Parametric Statistics
The t-test
Analysis of Variance
Two-Way ANOVA
Basic Correlational Statistics
Partial Correlation
Simple Regression
Multiple Regression