Week 1 1.19.26 |
• t-tests + • SLR |
Kuiper & Sklar: 2 introduction t-test t-test as SLR |
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Emma Benn |
WS 1 - notation |
Week 2 1.26.26 |
• SLR • contingency analysis |
Kuiper & Sklar: 2 & 6 SLR categorical analysis |
HW 1 - due 1.29.26 |
A/B testing at Netflix Rafael Irizarry |
WS 2 - SLR conditions WS 3 - 2x2 permutation |
Week 3 2.2.26 |
• contingency analysis |
Kuiper & Sklar: 6 types of studies RR and CI OR and CI |
HW 2 - due 2.5.26 Quiz 1 on 2.6.26 |
what is efficacy? efficacy Desi Small-Rodriguez |
WS 4 - efficacy WS 5 - invariance OR |
Week 4 2.9.26 |
• logistic regression |
Kuiper & Sklar: 7 logistic regression MLE |
HW 3 - due 2.12.26 |
Obesity in Children Plummets JAMA article here (see Table 6) growth curves Robert Santos |
WS 6 - MLE WS 7 - OR coef |
Week 5 2.16.26 |
• logistic regression |
Kuiper & Sklar: 7 inference, logistic regression multiple logistic regression |
HW 4 - due 2.19.26 Quiz 2 on 2.20.26 |
2030 Census Race on the census Arianna Wright Rosenbluth |
WS 8 - interaction |
Week 6 2.23.26 |
• logistic regression |
Kuiper & Sklar: 7 model process cross validation ROC |
HW 5 - due 2.26.26 |
many models (Tables 3 & 4, Fig 2) DuBois Boman |
WS 9 - drop-in-deviance test WS 10 - cross validation tidymodels Simpson's Paradox |
Week 7 3.2.26 |
• modeling |
model building |
HW 6 - due 3.5.26 Quiz 3 on 3.6.26 |
health data taken offline disappearing data Jacqueline Hughes-Oliver |
WS 11 - ROC curves WS 12 - multicollinearity
ROC + step |
Week 8 3.9.26 |
• survival analysis |
Kuiper & Sklar: 9 time to event KM curves KM CI |
HW 7 - due 3.12.26
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placebo effect (read abstract and Fig 3) Regina Nuzzo |
WS 13 - Censoring WS 14 - KM curve WS 15 - KM CI |
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• Spring Break |
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Week 9 3.23.26 |
• survival analysis |
Kuiper & Sklar: 9 log rank tests hazard functions |
HW 8 - due 3.26.26 |
Alzheimer's Adrian Coles |
WS 16 - log-rank test WS 17 - hazard function |
Week 10 3.30.26 |
• survival analysis |
Kuiper & Sklar: 9 Cox PH model multiple Cox PH |
HW 9 - due 4.2.26 Quiz 4 on 4.3.26 |
the million veteran program Abigail Echo-Hawk |
WS 18 - Cox PH 1 WS 19 - Cox PH 2 CHD HRs |
Week 11 4.6.26 |
• survival analysis |
Kuiper & Sklar: 9 assessing PH
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HW 10 - due 4.9.26 |
race-conscious medicine Kim Sellers |
WS 20 - violating PH
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Week 12 4.13.26 |
• multiple comparisons |
most published research multiple comparisons |
HW 11 - due 4.16.26 Quiz 5 on 4.17.26 |
most published research science problems abuse of power Joy Buolamwini |
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Week 13 4.20.26 |
• multiple comparisons |
false discovery rate interim analyses |
Project: EDA due 4.24.26 |
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Week 14 4.27.26 |
• Poisson regression |
Poisson regression |
HW 12 - due 4.30.26 Quiz 6 on 5.1.26 |
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Week 15 5.4.26 |
• Poisson regression |
Poisson regression |
Project: Graphic in class 5.6.26 |
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seniors 5.7.25 |
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everything due for seniors by 5.7.26 |
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Project: Final due 5.13.26 |
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