Limiting Distributions. Central Limit Theory. Statistical Inference. Point Estimation. Confidence Intervals for Means. Confidence Intervals for Differences in Means. Tests of Statistical Hypotheses. Chi-Square Test. Sufficient Statistics. Bayesian Estimation. Rao-Cramer Inequality. Limiting Distributions of Maximum Likelihood Estimators. Uniformly Most Powerful Tests. Inferences about Normal Models.
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Prerequisite:
STAT3321 | PROBABILITY THEORY
MATH234 | INTRODUCTION TO LINEAR ALGEBRA
