TrialEmulation - Causal Analysis of Observational Time-to-Event Data
Implements target trial emulation methods to apply randomized clinical trial design and analysis in an observational setting. Using marginal structural models, it can estimate intention-to-treat and per-protocol effects in emulated trials using electronic health records. A description and application of the method can be found in Danaei et al (2013) <doi:10.1177/0962280211403603>.
Last updated 2 months ago
causal-inferencelongitudinal-datasurvival-analysis
7.49 score 19 stars 24 scripts 259 downloads