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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 explains and provides examples of the four different classifications of data formats: nominal, ordinal, interval, and ratio.

This video provides a real-world example of binomial distributions by examining the odds of a parent passing on the Sickle-cell gene to their child.

This website from the Yale Department of Statistics explains the Chi-square goodness of fit test with graphs and examples.

This website provides insight into whether or not a variable is binomial or not by giving examples of variables that qualify as binomial and variables that do not.

This website outlines for medical students the significance of statistical power.

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