Pinned Repositories
AMW_for_submit
combine-rct-rwd-review
R notebooks associated with the review article: "Causal inference methods for combining randomized controlled trials and observational studies: a review"
contTimeCausal
Continuous Time Causal Models for Time-varying Treatments
Easy-Blog-Setup
ElasticIntegrative
Elastic integrative analysis for heterogenous treatment effect combining a randomized clinical trial (RCT) and a real-world evidence (RWE) study
FPCA
to implement FPCA with informative observation times
genRCT
Generalizing the average treatment effect (ATE) from the trial using observational studies (OS)
IntegrativeCI
Integrative analyses of the average treatment effect combining big main data and smaller validation data
IntegrativeFPM
multilevelMatching
Propensity score Matching and Subclassification with 3 or more Treatments
shuyang1987's Repositories
shuyang1987/multilevelMatching
Propensity score Matching and Subclassification with 3 or more Treatments
shuyang1987/contTimeCausal
Continuous Time Causal Models for Time-varying Treatments
shuyang1987/IntegrativeFPM
shuyang1987/IntegrativeCI
Integrative analyses of the average treatment effect combining big main data and smaller validation data
shuyang1987/AMW_for_submit
shuyang1987/combine-rct-rwd-review
R notebooks associated with the review article: "Causal inference methods for combining randomized controlled trials and observational studies: a review"
shuyang1987/Easy-Blog-Setup
shuyang1987/ElasticIntegrative
Elastic integrative analysis for heterogenous treatment effect combining a randomized clinical trial (RCT) and a real-world evidence (RWE) study
shuyang1987/FPCA
to implement FPCA with informative observation times
shuyang1987/genRCT
Generalizing the average treatment effect (ATE) from the trial using observational studies (OS)
shuyang1987/MYHRcpp
An R package for Ming-Yueh's work
shuyang1987/pace
Implements multiply robust estimators of average causal effects within principal strata (pace)
shuyang1987/IntegrativeHTEcf
Integrative analysis of the HTE and confounding functions combining RCT and RWE with unmeasured confounders
shuyang1987/PeerLoss
Learning with Noisy Labels by adopting a peer prediction loss function.
shuyang1987/ser2022-workshop
Materials for two half-day workshops on Targeted Learning with the tlverse at the 2022 Society for Epidemiologic Research Meeting
shuyang1987/transfer-learning-survival-ITR