Video List by Chapter

Chapter 1

Video 1.1 – Introduction to Research Issues and Vocabulary
Video 1.2 – How Statistics Fit Into Research
Video 1.3 – Knowing and the Scientific Method
Video 1.4 – Internal Validity and Threats to It
Video 1.5 – External Validity and Threats to It
Video 1.6 – Chapter Summary


Chapter 2

Video 2.1 – Introduction to Measurement
Video 2.2 – Measurement Validity
Video 2.3 – Measurement Reliability
Video 2.4 – Categories of Statistics: Descriptive, Correlational, and Inferential
Video 2.5 – Starting SPSS


Chapter 3

Video 3.1 – Using SPSS to Calculate and Examine Skewness and Kurtosis
Video 3.2 – Using SPSS to Calculate Descriptive Statistics
Video 3.3 – Variance and Standard Deviation as Measures of Variability
Video 3.4 – Various Equations to Calculate Variance and Standard Deviation


Chapter 4

Video 4.1 – Introduction to the Normal Curve
Video 4.2 – Using the Normal Curve
Video 4.3 – Introduction to z-Scores and T-Scores
Video 4.4 – Normal Curve Simulation


Chapter 5

Video 5.1 – Introduction to Correlation: Issues and Uses
Video 5.2 – Correlation Scatterplots and Matrices
Video 5.3 – Line of Best Fit and SPSS Example
Video 5.4 – Correlation, Prediction, and the Standard Error of Prediction
Video 5.5 – Relationship Between Prediction and Error
Video 5.6 – Multiple Regression and Example
Video 5.7 – Using SPSS to Calculate Multiple Regression
Video 5.8 – Multiple Regression Illustration


Chapter 6

Video 6.1 – Overview: Sampling Procedures Using SPSS
Video 6.2 – Central Limit Theorem: Explanation and Demonstration
Video 6.3 – Confidence Intervals: Explanation and Example
Video 6.4 – One-Sample Case Hypothesis Test


Chapter 7

Video 7.1 – SPSS tTest for Independent Samples
Video 7.2 – SPSS t-Test for Dependent Samples
Video 7.3 – Dependent t-Test as One-Sample Case
Video 7.4 – t-Test Assumptions
Video 7.5 – SPSS Illustrating Canonical Model Results


Chapter 8

Video 8.1 – Drawings for Between vs. Within Designs
Video 8.2 – SPSS t-Test with One- and Two-Tailed Tests
Video 8.3 – Type I and Type II Errors
Video 8.4 – Power Simulations with Rice Virtual Labs


Chapter 9

Video 9.1 – SPSS ANOVA
Video 9.2 – SPSS Post-Hoc Comparisons
Video 9.3 – Canonical Model Comparison


Chapter 10

Video 10.1 – Repeated Measures ANOVA and Sphericity
Video 10.2 – SPSS Example: Repeated Measures ANOVA
Video 10.3 – Using SPSS to Calculate Reliability with More than Two Trials


Chapter 11

Video 11.1 – Explanation of Factorial ANOVA
Video 11.2 – Explanation of Interaction
Video 11.3 – SPSS Example: Factorial ANOVA and Multiple Comparison
Video 11.4 – Between/Within and Fixed/Random Variables
Video 11.5 – Three-Way ANOVA with an SPSS Example


Chapter 12

Video 12.1 – Explanation of MANOVA
Video 12.2 – SPSS MANOVA Example


Chapter 13

Video 13.1 – Introductory Video
Video 13.2 – Correlational and Regression Statistics
Video 13.3 – Mean Difference Statistics
Video 13.4 – Other Advanced Statistics


Chapter 14

Video 14.1 – Chapter Organization
Video 14.2 – Phi and Kappa
Video 14.3 – Spearman Rank Correlation
Video 14.4 – Chi Square Test for Two Independent Samples
Video 14.5 – Chi Square Test for Independent Sample with k Levels
Video 14.6 – SPSS Kruskal-Wallis