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Principles & Methods of Statistical Analysis

by Jerome Frieman, Donald A. Saucier and Stuart S. Miller

Student Resources

  1. The Big Picture
    • Quiz
    • Web Resources
    • SAGE Journal Articles
  2. Examining Our Data
    • Quiz
    • Web Resources
    • SAGE Journal Articles
  3. Properties of Distributions
    • Quiz
    • Web Resources
    • SAGE Journal Articles
  4. Estimating Parameters of Populations From Sample Data
    • Quiz
    • Web Resources
    • SAGE Journal Articles
  5. Resistant Estimators of Parameters
    • Quiz
    • Web Resources
    • SAGE Journal Articles
  6. General Principles of Hypothesis Testing
    • Quiz
    • Web Resources
    • SAGE Journal Articles
  7. The Independent Groups t-Tests for Testing for Differences Between Population Means
    • Quiz
    • Web Resources
    • SAGE Journal Articles
  8. Testing Hypotheses When the Dependent Variable Consists of Frequencies of Scores in Various Categories
    • Quiz
    • Web Resources
    • SAGE Journal Articles
  9. The Randomization/Permutation Model
    • Quiz
    • Web Resources
    • SAGE Journal Articles
  10. Exploring the Relationship Between Two Variables: Correlation
    • Quiz
    • Web Resources
    • SAGE Journal Articles
  11. Exploring the Relationship Between Two Variables: The Linear Regression Model
    • Quiz
    • Web Resources
    • SAGE Journal Articles
  12. A Closer Look at Linear Regression
    • Quiz
    • Web Resources
    • SAGE Journal Articles
  13. Another Way to Scale the Size of Treatment Effects
    • Quiz
    • Web Resources
    • SAGE Journal Articles
  14. Analysis of Variance for Testing for Differences Between Population Means
    • Quiz
    • Web Resources
    • SAGE Journal Articles
  15. Multiple Regression and Beyond
    • Quiz
    • Web Resources
    • SAGE Journal Articles

Web Resources

Click on the following links. Please note these will open in a new window.

This website provides an example from a biological standpoint about the necessity of a homoscedasticity test.

This website lists the definition, advantages, and disadvantages of the nonlinear method of least squares.

This website distinguishes between outliers and high leverage observations through explanation and examples.

This website serves as a brief introduction to multiple regression.

This presentation is an in-depth look at the importance of residuals.

 

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