Class notes (backup, less up to date):

Section 1-confounding, bias, study design

Section 2-descriptive stats, sensitivity & specificity, Bayesian stats

Section 3-probability distributions

Sections 4 and 5 – hypothesis testing (Section 4), power (Section 5)

Section 6-comparing means and analysis of variance (ANOVA)

Section 7-comparing proportions-chi square

Section 8a-simple regression - Section 8b-multiple regression

Section 9-logistic and poisson regression (may not be covered)

Section 9C – logistic regression and propensity scores (will be updated)

Section 10- Survival – in preparation (see slides)

Section 11- Principal Components and Factor analysis – in preparation (see slides)