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| STAT 62800 - Advanced Statistical Inference |
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Associated Term:
Fall 2020
Learning Outcomes: 1. The students are expected to be familiar with commonly used distributions. 2. Understand and be able to apply the asymptotic theorems to study the asymptotic properties of estimators. 3. Be able to compute MLE's in numerical methods. 4. Understand the concepts of efficient estimators, be able to construct efficient estimates, and know how to estimate densities. 5. Understand and be able to apply optimal tests, understand the concept of robust statistics, understand U-Statistics and able to apply them to derive asymptotic distributions of U-statistics. Required Materials: Technical Requirements: |
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