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