The R Environment | Setup | Install the ccoptimalmatch package | Load the ccoptimalmatch package | Datasets | Prepare the dataset to be analyzed | Raw data | Step 1: Exact Matching on several variables | Step 2: Create artificial observations and select the range of variables | Step 3: Create the variables "total controls per case" and "frequency of controls" | Step 4: Order variables | Analysis of the data | Extensions and Summary
Package: ccoptimalmatch 0.1.0
Pavlos Mamouris
ccoptimalmatch: Implementation of Case-Control Optimal Matching
Cases are matched to controls in an efficient, optimal and computationally flexible way. It uses the idea of sub-sampling in the level of the case, by creating pseudo-observations of controls. The user can select between replacement and without replacement, the number of controls, and several covariates to match upon. See Mamouris (2021) <doi:10.1186/s12874-021-01256-3> for an overview.
Authors:
ccoptimalmatch_0.1.0.tar.gz
ccoptimalmatch_0.1.0.tar.gz(r-4.7-any)ccoptimalmatch_0.1.0.tar.gz(r-4.6-any)
ccoptimalmatch_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
ccoptimalmatch/json (API)
| # Install 'ccoptimalmatch' in R: |
| install.packages('ccoptimalmatch', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- being_processed - Data for matching cases with controls
- not_processed - Not-processed data for matching cases with controls
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:f1bdf6ace6. Checks:2 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 124 | ||
| source / vignettes | OK | 166 | ||
| linux-release-x86_64 | NOTE | 122 | ||
| wasm-release | OK | 107 |
Exports:optimal_matching
Dependencies:clidplyrgenericsgluelifecyclemagrittrpillarpkgconfigR6rlangtibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Data for matching cases with controls | being_processed |
| ccoptimalmatch: Optimal Case Control matching | ccoptimalmatch-package ccoptimalmatch |
| Not-processed data for matching cases with controls | not_processed |
| optimal_matching | optimal_matching |