This is an attempt. Things may change as we go.
John E. Freund’s Mathematical Statistics with Applications
by Irwin Miller and Marylees Miller
-
Point Estimation
- Unbiased Estimators
- Efficiency
- Consistency
- Sufficiency
- Method of Moments
- Principles of maximum likelihood
-
Interval Estimation
- Estimation of Means
- Estimation of Differences Between Means
- Estimation of Proportions
- Estimation of Variances
-
Hypothesis Testing
-
Linear Models
- Linear Regression
- Method of Least Squares
- Multiple Linear Regression