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STAT 6106 - Coggle Diagram
STAT 6106
Confidence Intervals
Classical
Via MLE
Exact
One-Sided vs Two-Sided
Point Estimation
Maximum-Likelihood Estimation
Method of Least-Squares
Properties of Estimators
Consistency
Chebychev's Inequality
Bias
Efficiency
Cramer-Rao Lower Bound
Fisher's Information
Sufficiency
Fisher Factorisation
Joint Sufficiency
Minimally Sufficient
Complete Sufficiency
Rao-Blackwell Theorem
Lehmann-Scheffe Theorem
UMVUE
Additional Distributions
Cauchy
Laplace
Exponential Families
MLE
Sufficient Statistic
Hypothesis Testing
Neyman-Pearson
Uniformly Most Powerful (UMP)
Likelihood Ratio