Hypothesis testing and Estimation
Estimates and Estimators
Paired and unpaired t-tests
ANOVA
Confidence Intervals
Regression
Least squares estimaton
Parameter testing and confidence intervals
Model comparison
Model checking
Model interpretation
Likelihood Theory
Maximum Likelihood estimation
Distributions of maximum likelihood estimators; Fisher information
Confidence intervals of parameters
Information suppression and sufficiency