Package: rsmatch 0.2.1
rsmatch: Matching Methods for Time-Varying Observational Studies
Implements popular methods for matching in time-varying observational studies. Matching is difficult in this scenario because participants can be treated at different times which may have an influence on the outcomes. The core methods include: "Balanced Risk Set Matching" from Li, Propert, and Rosenbaum (2011) <doi:10.1198/016214501753208573> and "Propensity Score Matching with Time-Dependent Covariates" from Lu (2005) <doi:10.1111/j.1541-0420.2005.00356.x>. Some functions use the 'Gurobi' optimization back-end to improve the optimization problem speed; the 'gurobi' R package and associated software can be downloaded from <https://www.gurobi.com> after obtaining a license.
Authors:
rsmatch_0.2.1.tar.gz
rsmatch_0.2.1.zip(r-4.7)rsmatch_0.2.1.zip(r-4.6)rsmatch_0.2.1.zip(r-4.5)
rsmatch_0.2.1.tgz(r-4.6-any)rsmatch_0.2.1.tgz(r-4.5-any)
rsmatch_0.2.1.tar.gz(r-4.7-any)rsmatch_0.2.1.tar.gz(r-4.6-any)
rsmatch_0.2.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
rsmatch/json (API)
| # Install 'rsmatch' in R: |
| install.packages('rsmatch', repos = c('https://skent259.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/skent259/rsmatch/issues
Pkgdown/docs site:https://skent259.github.io
- oasis - Longitudinal MRI data in nondemented and demented older adults.
causal-inferencelongitudinal-analysismatchingobservational-datatime-varying
Last updated from:6aa5b3b7c7. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 118 | ||
| source / vignettes | OK | 171 | ||
| linux-release-x86_64 | OK | 147 | ||
| macos-release-arm64 | OK | 76 | ||
| macos-oldrel-arm64 | OK | 92 | ||
| windows-devel | OK | 96 | ||
| windows-release | OK | 79 | ||
| windows-oldrel | OK | 82 | ||
| wasm-release | OK | 113 |
Exports:brsmatchcoxpsmatch
Dependencies:clidplyrgenericsgluelatticelifecyclemagrittrMASSMatrixpillarpkgconfigR6rlangtibbletidyselectutf8vctrswithr
