TY  - JOUR
AU  - Smith, Matthew J
AU  - Mansournia, Mohammad A
AU  - Maringe, Camille
AU  - Zivich, Paul N
AU  - Cole, Stephen R
AU  - Leyrat, Clémence
AU  - Belot, Aurélien
AU  - Rachet, Bernard
AU  - Luque-Fernandez, Miguel A
PY  - 2021
DO  - 10.1002/sim.9234
UR  - https://hdl.handle.net/10668/24648
T2  - Statistics in medicine
AB  - The main purpose of many medical studies is to estimate the effects of a treatment or exposure on an outcome. However, it is not always possible to randomize the study participants to a particular treatment, therefore observational study designs may...
LA  - en
KW  - G-methods
KW  - causal inference
KW  - double-robust methods
KW  - g-formula
KW  - inverse probability weighting
KW  - machine learning
KW  - propensity score
KW  - regression adjustment
KW  - targeted maximum likelihood estimation
KW  - Causality
KW  - Computer Simulation
KW  - Humans
KW  - Models, Statistical
KW  - Probability
KW  - Propensity Score
KW  - Research Design
TI  - Introduction to computational causal inference using reproducible Stata, R, and Python code: A tutorial.
TY  - research article
VL  - 41
ER  -