# A tibble: 1,752 × 10
id net net_num malaria_risk income health household
<int> <lgl> <int> <dbl> <dbl> <dbl> <dbl>
1 1 FALSE 0 38 779 35 1
2 2 FALSE 0 48 700 35 3
3 3 FALSE 0 32 1083 58 3
4 4 FALSE 0 55 753 68 3
5 5 FALSE 0 36 919 46 5
6 6 FALSE 0 30 969 37 3
7 7 FALSE 0 29 1012 58 1
8 8 FALSE 0 45 708 30 2
9 9 FALSE 0 51 733 18 3
10 10 FALSE 0 42 862 64 3
# ℹ 1,742 more rows
# ℹ 3 more variables: eligible <lgl>, temperature <dbl>,
# insecticide_resistance <dbl>Whole Game 2: Malaria and Mosquito Nets
Malcolm Barrett
Stanford University
- Specify causal question (e.g. target trial)
- Draw assumptions (causal diagram)
- Model assumptions (e.g., propensity)
- Diagnose model (e.g., balance)
- Estimate causal effects (e.g., IPW)
- Sensitivity analysis
Does mosquito bed net use reduce malaria risk?
The Data
Proposed DAG
Your Turn!
Whole Game 2: Malaria and Mosquito Nets Malcolm Barrett Stanford University