Statistical Inference/Interval Estimation

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< Statistical Inference

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

Methods of Finding Interval Estimators

Inverting & Test Statistic

Pivotal Quantities

Pivoting the CDF

Bayesian Intervals

Methods of Evaluating Interval Estimators

Size and Coverage Probability

Test—Related Optimality

Bayesian Optimality

Loss Function Optimality

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