John Hopkins University - Mathematical Biostatistics Boot Camp 2 

Hypothesis Testing

More Hypothesis Testing

General Rules of Hypothesis Testing

Two-sided Tests

Confidence Intervals & P Values

Power

Calculating Power

T Tests & Monte Carlo

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

Syllabus

Module 1 Homework (Not counted toward final grade)

Module 1 Quiz

Two Binomials

Two Sample Binomial Tests - Score Statistic

Two Sample Binomial Tests - Exact Tests

Two Sample Binomial Tests - Comparing 2 Binomial Proportions

Relative Risks & Odds Ratios - Relative Measures

Relative Risks & Odds Ratios - The Relative Risk

Relative Risks & Odds Ratios - The Odds Ratio

Delta Method

Delta Method & Derivation

Module 2 Homework

Module 2 Quiz

Discrete Data Settings

Fisher's Exact Test

Hyper-Geometric Distribution

Fisher's Exact Text in Practice & Monte Carlo

Chi Squared Testing

Testing Independence

Generalization

Goodness of Fit Testing

Module 3 Homework

Module 3 Quiz

Techniques

Simpson's Paradox

Simpson's Paradox, more examples

Weighting

CMH test

Case Control Sampling

Exact inference for The Odds Ratio

Matched 2x2 Tables

Dependence and Marginal Homogeneity

Estimation of the Marginal Difference in Proportions

Odds and Ends for Matched 2x2 Tables

the sign test

the sign rank test

the rank sum test

Poisson distribution

Poisson likelihood

Poisson P-value calculation

Module 4 Homework

Module 4 Quiz