statistical inference
University of Nottingham Malaysia
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Statistical Inference Summary
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---24juni 20242023/2024
- Overview on: 
- Score Statistics, Maximum Likelihood Estimation (MLE), Fisher Information 
- Sufficiency and Completeness with Neyman's Factorisation Theorem and Exponential Family 
- Parameter Estimation: Desirable Properties of Estimators, Method of Moments, MLE and its properties 
- Cramer-Rao Lower Bound (CRLB) and Minimum Variance Unbiased Estimator (MVUE) with Rao-Blackwell Theorem and Lehmann-Scheffe Theorem 
- Hypothesis Testing: Types of Error, Neyman-Pearson Lemma, Uniformly Most Powe...
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