Data Handoff
Point-treatment ATE for this first module.
Drop a CSV here
or choose a local file
Data dictionary
Variable, label, description, role, type, values.
Course material map2
Current
5
Future
1
Demos
1
Refs
2
Current
5
Future
1
Demos
1
Refs
The catalog now separates the working Analytics path from tucked-away teaching demos. The Session 11a CCW Shiny app is the longitudinal Shiny path; Causal Platter stays as an illustration.
Point-Treatment Track
In scope for the current ATE module
IPW lab
Cattaneo birthweight example with propensity scores and SuperLearner refinement.
materials/sessions/Session 4a/
TMLE simulation
Simulation-based point-treatment TMLE comparison against naive, PSM, and g-computation estimators.
materials/sessions/Session 6b/
Longitudinal + Shiny Track
CCW recipe, discretizer, LTMLE, and policies
CCW Recipe Shiny
Interactive clone-censor-weight recipe for immortal time bias: naive analysis, clone, censor, weight, and compare.
materials/sessions/Session 11a/Materials/app/
TTE to LTMLE
Complete lecture bundle linking target trial emulation, immortal time bias, CCW, and LTMLE.
materials/sessions/Session 11a/
CCW vs LTMLE
Research project and Shiny formatter showing CCW as an IPW approximation to the LTMLE target.
materials/project-ccw-vs-ltmle/
Teaching demos
Causal Platter
Teaching demo comparing point-treatment estimators on simulated data; retained as a tucked-away illustration.
materials/apps/causal-platter/
Reference shelf
Targeted Learning books, LTMLE documentation, applied LTMLE tutorial, and modified treatment policy paper.
materials/references/