Understanding data

Centre

Graphics

Spread

Samples / populations and variability

Evaluating the mean of a single sample

Evaluating the mean of 2 samples

Evaluating 2 groups - ordinal data

Hypothesis testing / power / sample size

Correlation

Simple regression

Proportions & chi square

Risk, rates and odds

What are p values

Repeated measures (1) - using the linear mixed models (LMM)

Repeated measures (2) - 4 repeated measures one group (LMM)

Repeated measures (3) - 5 repeated measures, 2 groups

Multiple regression

Survival Analysis (1)

Principle components/Factor analysis

Logistic Regression

Analysing a set of binary questions

Structural EM

Tests and decisions

Adjustments for Multiple groups

Survival analysis (2)

Logistic regression (2)

ANOVA

Factorial Anova

Meta-analysis

Hierarchical models