Note: Some materials can be found on course website

Lecture1: Beta and Gamma Function

Lecture2: Chi-squared distribution

Lecture3: Overview of Statistics

Lecture4: Estimation

Lecture5: Confidence Intervals

Lecture6: Confidence Intervals II

Lecture7: Convergence

Lecture8: Consistency

Lecture9: CR Bound and Fisher Information

Lecture10: Sufficiency

Lecture11: Exponential Family

Lecture12: Hypothesis Test

Lecture13: HT2

Lecture14: Best Test

Lecture15: Best Test2

Lecture16: Likelihood Ratio

Lecture18: Linear Regression

Lecture19: Least Squares

Lecture20: Correlation Coefficient

Lecture21: General Linear Model

Lecture22: midterm prep

Lecture24: Design of Experiments

Discussion1: Review of Probability

Discussion2: Normal Chi-square

Discussion3: Estimator

Discussion4: Estimation

Discussion5: Confidence Intervals

Discussion6: Confidence Intervals II

Discussion7: Consistency

Discussion8: MVUE MM MLE

Discussion9: Hypothesis Test

Discussion10: HT2

Discussion11: HT3

Discussion12: Likelihood Ratio

Discussion13: Linear Regression

Discussion14: Midterm Review

Discussion15: Normal Equation

Discussion16: Design of Experiments

Review: Chapter8 Estimation

Review: Chapter9 Methods of Estimation

Review: Chapter10 Hypothesis Testing