Hypothesis Testing-Syllabus: Description, Learning Objectives, and Grading
Syllabus
Hypothesis Testing-Hypothesis Testing
Hypothesis Testing
()
More Hypothesis Testing
()
General Rules of Hypothesis Testing
()
Two-sided Tests
()
Confidence Intervals & P Values
()
Hypothesis Testing-Power
Power
()
Calculating Power
()
T Tests & Monte Carlo
()
Hypothesis Testing-Two Sample Tests
Two Sample Tests - Matched Data I
()
Two Sample Tests - Matched Data II
()
Two Sample Tests - Regression to the Mean
()
Two Sample Tests - Two Independent Groups
()
Two Binomials-Two Sample Binomial Tests
Two Sample Binomial Tests - Score Statistic
()
Two Sample Binomial Tests - Exact Tests
()
Two Sample Binomial Tests - Comparing 2 Binomial Proportions
()
Two Binomials-Relative Risks & Odds Ratios
Relative Risks & Odds Ratios - Relative Measures
()
Relative Risks & Odds Ratios - The Relative Risk
()
Relative Risks & Odds Ratios - The Odds Ratio
()
Two Binomials-Delta Method
Delta Method
()
Delta Method & Derivation
()
Discrete Data Settings-Fisher's Exact Test
Fisher's Exact Test
()
Hyper-Geometric Distribution
()
Fisher's Exact Text in Practice & Monte Carlo
()
Discrete Data Settings-Other Test Forms
Chi Squared Testing
()
Testing Independence
()
Generalization
()
Goodness of Fit Testing
()
Techniques-Simpson's Pardox, Weighting, & CMH
Simpson's Paradox
()
Simpson's Paradox, more examples
()
Weighting
()
CMH test
()
Techniques-Case Control Sampling and Exact Inference for OR
Case Control Sampling
()
Exact inference for The Odds Ratio
()
Techniques-2x2 Tables
Matched 2x2 Tables
()
Dependence and Marginal Homogeneity
()
Estimation of the Marginal Difference in Proportions
()
Odds and Ends for Matched 2x2 Tables
()
Techniques-Sign, Sign Rank, and Rank Sum
the sign test
()
the sign rank test
()
the rank sum test
()
Techniques-Poisson
Poisson distribution
()
Poisson likelihood
()
Poisson P-value calculation
()