Time and location: We meet at 7:00 pm - 8:20 pm in GHC 4307 on Mar 21, Mar 28, Apr 4, Apr 11, Apr 18, Apr 25 (6 lectures). Course materials: a handout and a lecture note on Canvas Homeworks:

Office hours: 259 office hours of Weina, Tianxin, and Alec



Statistical Estimation and Inference

Lecture 1: Basics of statistics: data generating models, common problem formulations and goals – Point estimation of parameters

Lecture 2: Bayesian estimation

Lecture 3: Hypothesis testing

Lecture 4: Confidence interval


Lecture 5: Classification

Lecture 6: Regression

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