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-4.5)rsmatch_0.2.1.zip(r-4.4)rsmatch_0.2.1.zip(r-4.3)
rsmatch_0.2.1.tgz(r-4.4-any)rsmatch_0.2.1.tgz(r-4.3-any)
rsmatch_0.2.1.tar.gz(r-4.5-noble)rsmatch_0.2.1.tar.gz(r-4.4-noble)
rsmatch_0.2.1.tgz(r-4.4-emscripten)rsmatch_0.2.1.tgz(r-4.3-emscripten)
rsmatch.pdf |rsmatch.html✨
rsmatch/json (API)
NEWS
| # 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
- oasis - Longitudinal MRI data in nondemented and demented older adults.
causal-inferencelongitudinal-analysismatchingobservational-datatime-varying
Last updated 9 months agofrom:6aa5b3b7c7. Checks:OK: 3 NOTE: 4. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 16 2024 |
| R-4.5-win | OK | Nov 16 2024 |
| R-4.5-linux | OK | Nov 16 2024 |
| R-4.4-win | NOTE | Nov 16 2024 |
| R-4.4-mac | NOTE | Nov 16 2024 |
| R-4.3-win | NOTE | Nov 16 2024 |
| R-4.3-mac | NOTE | Nov 16 2024 |
Exports:brsmatchcoxpsmatch
Dependencies:clidplyrfansigenericsgluelatticelifecyclemagrittrMASSMatrixpillarpkgconfigR6rlangtibbletidyselectutf8vctrswithr
