CRS-0203-02-001
Introduction to Statistical Inference
activeintroductory
Introduces estimators, sampling distributions, and confidence intervals.
Subject
Estimation, hypothesis testing, and decision theory.
Canonical ID: urn:taxonomy:cip-aligned:subject:0203-02
Also known as: Inference, Mathematical Statistics
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Introduces estimators, sampling distributions, and confidence intervals.
Covers hypothesis testing, Neyman-Pearson, and likelihood ratio tests.
Examines Bayesian inference, decision theory, and asymptotic theory.
Applies inference to clinical trials, A/B testing, and quality control.
Advanced inference including high-dimensional, nonparametric, and semiparametric methods.