Schedule

Schedule for Math 150, Methods in Biostatistics, Spring 2023

Here’s your roadmap for the semester! Each week, follow the general process outlined below:

date agenda readings homework article (Tues) warm-ups
Week 1
1.17.23
• t-tests +
• SLR
Kuiper & Sklar: 2
introduction
t-test
t-test as SLR
none

Emma Benn
WU 1
WU 2
Week 2
1.24.23
• SLR
• contingency analysis
Kuiper & Sklar: 2 & 6
SLR
Fisher's Exact Test
categorical analysis
HW1 pdf
HW1 Rmd
HW1 turn-in
A/B testing at Netflix

Rafael Irizarry
WU 3
WU 4
Week 3
1.31.23
• contingency analysis Kuiper & Sklar: 6
types of studies
RR and CI
OR and CI
HW2 pdf
HW2 Rmd
HW2 turn-in
what is efficacy?
efficacy

Desi Small-Rodriguez
WU 5
WU 6
Week 4
2.7.23
• logistic regression Kuiper & Sklar: 7
logistic regression
MLE
HW3 pdf
HW3 Rmd
HW3 turn-in
Obesity in Children Plummets
JAMA article here (see Table 6)
growth curves

David Blackwell
WU 7
WU 8
Week 5
2.14.23
• logistic regression Kuiper & Sklar: 7
inference, logistic regression
multiple logistic regression
HW4 pdf
HW4 Rmd
HW4 turn-in
intersectional data

Kim Sellers
WU 9


Simpson's Paradox
Week 6
2.21.23
• logistic regression Kuiper & Sklar: 7
model process
cross validation
ROC
HW5 pdf
HW5 Rmd
HW5 turn-in
missing data

Robert Santos
WU 10
WU 11

tidymodels
Week 7
2.28.23
• modeling model building HW6 pdf
HW6 Rmd
HW6 turn-in
many models

Jacqueline Hughes-Oliver
WU 12
WU 13

ROC + one variable building
variable handout
Week 8
3.7.23
review & catch-up exam 1 in class +
3.9.23
HW7 pdf
HW7 Rmd
not due ever
see Canvas for sample exam 1 Q & sol
3.14.23 Spring Break
Week 9
3.21.23
• survival analysis Kuiper & Sklar: 9
time to event
KM curves
KM CI
placebo effect (read abstract and Fig 3)

Alejandra Castillo
WU 14
WU 15
Week 10
3.28.23
• survival analysis Kuiper & Sklar: 9
log rank tests
hazard functions
HW8 pdf
HW8 Rmd
HW8 turn-in
Alzheimer's

Lester Mackey
WU 16
WU 17
Week 11
4.4.23
• survival analysis Kuiper & Sklar: 9
Cox PH model
multiple Cox PH
HW9 pdf
HW9 Rmd
HW9 turn-in
race-conscious medicine

Mike Dairyko
WU 18
WU 19

CHD & HR
Week 12
4.11.23
• survival analysis Kuiper & Sklar: 9
assessing PH
most published research
HW10 pdf
HW10 Rmd
HW10 turn-in
most published research
science problems

abuse of power


Chris Volinsky
WU 20
WU 21
Week 13
4.18.23
• multiple comparisons multiple comparisons
false discovery rate
interim analyses
PROJECT: EDA pausing trials

Liz Hare
WU 22
WU 23
Week 14
4.25.23
review & catch-up exam 2 in class +
4.27.23
HW11 pdf
HW11 Rmd
HW11 turn-in
see Canvas for sample exam 2 Q & sol
Week 15
5.2.23
Graphics presentations PROJECT: Graphic
Tuesday
5.9.23
2-5pm
Final Project PROJECT: final