Video Tutorial: Statistical Theories

 

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Online Statistics Education: An Interactive Multimedia Course of Study was developed by Rice University (Lead Developer), University of Houston Clear Lake, and Tufts University.

All topics concerning the Statistics provided in the form of a video presentation that grouped according categories as follows:

Table of Contents (Categories)


1. Normal Distributions


2. Sampling Distributions


3. Estimation


4. Logic of Hypothesis Testing


5. Testing Means


6. ANOVA (Analysis of Variances)

  • Introduction to Analysis of Variance
  • ANOVA Designs
  • One-Factor ANOVA (Between-Subjects)
  • Multi-Factor ANOVA (Between-Subjects)
  • Within-Subjects ANOVA
  • Tests Supplementing ANOVA
  • Unequal Sample Sizes

7. Regression

  • Introduction to Regression
  • Influential Observations
  • Inferential Statistics for b and r
  • Standard Error of the Estimate
  • Multiple Regression
  • Partitioning Sums of Squares
  • Regression Toward the Mean

8. Chi-Square

  • Chi-Square Distribution
  • One-Ways Tables (Testing Goodness of Fit)
  • Contingency Tables

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