Statistical Inference/Asymptotic Evaluations

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Statistical Inference
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

Point Estimation

Consistency

Efficiency

Calculations and Comparisons

Bootstrap Standard Errors

Robustness

The Mean and the Median

M-Estimators

Hypothesis Testing

Asymptotic Distribution of LRTs

Other Large-Sample Tests

Interval Estimation

Approximate Maximum Likelihood Intervals

Other Large-Sample Intervals

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