Package: drsurv 0.1.0

drsurv: Doubly Robust Estimation of Survival Differences with Censored Data

An implementation of several doubly robust estimators for the survival difference at a given time point and one more complex doubly robust estimator for the survival curve process. The estimators are doubly robust in the sense that they are consistent if the censoring model is correctly specified for censoring and either the outcome model is correctly specified for confounding or the exposure model is correctly specified for confounding. See <doi:10.48550/arXiv.2310.16207> for more details and examples.

Authors:Michael C Sachs [aut, cre], Arvid Sjölander [aut], Erin E Gabriel [aut]

drsurv_0.1.0.tar.gz
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drsurv.pdf |drsurv.html✨
drsurv/json (API)

Peer review:

Bug tracker:https://github.com/sachsmc/drsurv/issues

On CRAN:

5 exports 0.09 score 48 dependencies

Last updated 8 months agofrom:9496887f5b. Checks:OK: 1 NOTE: 6. Indexed: yes.

Exports:blanche_survdiffEventpseudo_survdiffsjovan_survdiffSurv

Dependencies:backportsbootbroomclicodetoolscpp11digestdplyreventglmfansifuturefuture.applygeepackgenericsglobalsgluelatticelavalifecyclelistenvmagrittrMASSMatrixmetsmvtnormnumDerivparallellypillarpkgconfigprogressrpurrrR6RcppRcppArmadillorlangsandwichSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimeregutf8vctrswithrzoo