Topics
Maximum Likelihood Estimators
- Properties
- Fisher Information
- Asymptotic Variance of MLE
- Chi-squared and t-Distribution
- Distribution of the Estimates of Parameters of Normal Distribution
- Confidence Intervals
- t-Tests and F-Tests
- Bayes Tests
- Most Powerful Tests (Including Randomized)
- Simple Discrete
- Continuous
- Composite Goodness-of-fit Tests
- Independence and Homogeneity Tests
- Kolmogorov-Smirnov Test
- Estimating Parameters
- Joint Distribution of Estimates
- Testing Hypotheses about Parameters
- Confidence and Prediction Intervals
- Joint Confidence Sets
- Distribution of Estimates
- Testing General Linear Hypotheses


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