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Notes

The following are lecture notes for the classes.  If the course is in progress, some will not be made available until they are covered in class.  Click on the course number to see the relevant notes.

• The Science of Psychology: 1, Going Further Additional thoughts 1, 2
• The Nature of Ideas in Research
• Reliability and Validity
• Task Force Notes
• Take a Look Inside: Examining the Evidence
  A Starting Point
  
  
  Some Distinctions
  
  
  Seeing is Believing: Visualizing Your Data
  
  
  Central Tendency, Mechanics
  
  
  Variability, Mechanics
• The Normal Distribution: Conceptions and Misconceptions, Mechanics
• The Problem of Probabilities, Mechanics
• Plato Returns: Sampling Distributions and Generalizing to an Ideal, More
• Hypothesis Testing: Why So Little Research Makes Any Sense
• Starting off: The single sample case
• Correlation, Mechanics
• The Power of Prediction: Regression
  Regression Basics
  Going further
  Categorical Predictor
  Simple regression example
  Extension to Multiple Regression
• Are they different from us?
  T-tests and assessing group differences, Mechanics
  Extension to ANOVA
• What We're Really After: Effect sizes, ES Mechanics
• Real Ultimate Power!, Mechanics
• Are they the same as us? Equivalence Testing
• Modern Data Analysis
• Extra
  Making Connections: Regression, ANOVA, T-test
  Chi-square
Howell Questions related to the content covered

5710

• Conceptual Review
• Analytical Review: Group comparisons
• The Modern Perspective
• Correlation: Review and extension
• Multiple Regression: Getting started
• Model Adequacy and Other Concerns
• Partial, Semi-partial correlation tutorial
• More considerations in Linear regression
• Other Regression Techniques
• Regression summary/overview
• ANOVA Basics
• General Linear Model (will be added to as we go along)
• Comparing Groups; Contrasts Supplemental
• Between Groups Factorial Design
• More Factorial; Simple effects supplemental
• Repeated Measures
• Factorial Repeated Measures
Supplemental
Sphericity
Multivariate Approach
Robust approach to Factorial Design and RM
Mixed Design
Supplemental
PrePost Design
Issues in Experimental Design
Effect Sizes in ANOVA:
One way
Between Subjects Factorial Design
Repeated Measures
• Supplemental
Geometric interpretation of regression
More on Research Design
Concerns regarding ANOVA
ANCOVA
Effect Size Summary

6810

• Conceptual Review
• Analytical Review
• Quick answers to your review questions (supplemental)
• The Modern Perspective
• For correlation review see 5710 notes
• A Bit About Matrices (supplemental)
• Multiple Regression: Basics
• More on Regression: Basics
• Variable Importance (supplemental)
• Expanding Your Regression Vocabulary
• Regression summary/overview
• Geometric interpretation of regression (supplemental)
• General Linear Model
• ANCOVA
• Thinking Multivariately
• Principal Components Analysis
• PCA Mechanics (supplemental)
• Canonical Correlation
• Canonical Correlation mechanics (supplemental)
• Partial Least Squares brief intro
• MANOVA
• MANOVA 2
• MANOVA Mechanics 1, 2 (supplemental)
• Classification
• Discriminant Function Analysis, Mechanics (both supplemental)
• Path Analysis
• Factor Analysis
• Advanced Techniques
• See the Forest