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 downloadspsborrow - Bayesian Dynamic Borrowing with Propensity Score
A tool which aims to help evaluate the effect of external borrowing using an integrated approach described in Lewis et al., (2019) <doi:10.1080/19466315.2018.1497533> that combines propensity score and Bayesian dynamic borrowing methods.
Last updated 2 years ago
2.60 score 1 stars 4 scripts 346 downloads