Statistical Inference
From Wiki**3
Topics follow Statistical Inference, 2nd edition, by Casella and Berger, 2001.
Topics
- Probability Theory
- Transformations and Expectations
- Common Families of Distributions
- Multiple Random Variables
- Properties of a Random Sample
- Principles of Data Reductions
- Point Estimation
- Hypothesis Testing
- Interval Estimation
- Asymptotic Evaluations
- Analysis of Variance and Regression
- Regression Models