|
2024-08-20
|
1
|
Welcome + Likelihoods
|
Syllabus | Blank Notes | Blank Script | Class Notes | Class Script
|
|
2024-08-22
|
1
|
Likelihoods
|
Class Notes
|
|
2024-08-27
|
2
|
Likelihoods
|
Class Notes
|
|
2024-08-29
|
2
|
Likelihoods
|
Class Notes
|
|
2024-09-03
|
3
|
Likelihoods for Regression
|
Class Notes | YT Solution
|
|
2024-09-05
|
3
|
Generalized Linear Models
|
Class Notes
|
|
2024-09-10
|
4
|
Generalized Linear Models + Conditional Likelihoods
|
Class Notes
|
|
2024-09-12
|
4
|
MLEs & the Information Matrix
|
Class Notes
|
|
2024-09-17
|
5
|
EM Algorithm
|
Blank Notes | Class Notes – Likelihoods | Class Notes – EM
|
|
2024-09-19
|
5
|
EM Algorithm
|
Blank Script | Class Notes | YT Solution
|
|
2024-09-24
|
6
|
EM Algorithm
|
Class Notes
|
|
2024-09-26
|
6
|
K-means Clustering
|
Class Notes
|
|
2024-10-01
|
7
|
Profile Likelihood + Estimating Equations
|
Blank Notes | Class Notes – Profile Likelihood | Class Notes – Estimating Equations
|
|
2024-10-03
|
7
|
Estimating Equations
|
Blank Script | Class Notes
|
|
2024-10-08
|
8
|
Estimating Equations
|
Class Notes
|
|
2024-10-10
|
8
|
Empirical Likelihood
|
Blank Notes | Class Notes
|
|
2024-10-15
|
9
|
Class Cancelled (Prep for Midterm!)
|
|
|
2024-10-17
|
9
|
Midterm
|
|
|
2024-10-22
|
10
|
Bootstrap
|
Blank Notes | Blank Script | Class Notes – EL | Class Notes – Bootstrap
|
|
2024-10-24
|
10
|
Bootstrap
|
Class Notes
|
|
2024-10-29
|
11
|
Bootstrap
|
Class Notes | Class Script
|
|
2024-10-31
|
11
|
Bootstrap
|
Class Notes
|
|
2024-11-05
|
12
|
Bootstrap
|
Class Notes
|
|
2024-11-07
|
12
|
Bootstrap for Dependent Data
|
Class Notes | Class Script
|
|
2024-11-12
|
13
|
Density Estimation
|
Blank Notes | Class Notes – Bootstrap | Class Script | Class Notes – Density Estimation
|
|
2024-11-14
|
13
|
Density Estimation
|
Class Notes | Class Notes – Missing Page
|
|
2024-11-19
|
14
|
Kernel Density Estimation
|
Class Notes
|
|
2024-11-21
|
14
|
Kernel Density Estimation
|
Class Notes
|
|
2024-11-26
|
15
|
Thanksgiving Break
|
|
|
2024-11-28
|
15
|
Thanksgiving Break
|
|
|
2024-12-03
|
16
|
Boosting, Bagging, Random Forests
|
Blank Notes | Class Notes
|
|
2024-12-05
|
16
|
Boosting, Bagging, Random Forests
|
Class Notes
|