Package: cem 1.1.31
cem: Coarsened Exact Matching
Implementation of the Coarsened Exact Matching algorithm discussed along with its properties in Iacus, King, Porro (2011) <doi:10.1198/jasa.2011.tm09599>; Iacus, King, Porro (2012) <doi:10.1093/pan/mpr013> and Iacus, King, Porro (2019) <doi:10.1017/pan.2018.29>.
Authors:
cem_1.1.31.tar.gz
cem_1.1.31.zip(r-4.5)cem_1.1.31.zip(r-4.4)cem_1.1.31.zip(r-4.3)
cem_1.1.31.tgz(r-4.4-any)cem_1.1.31.tgz(r-4.3-any)
cem_1.1.31.tar.gz(r-4.5-noble)cem_1.1.31.tar.gz(r-4.4-noble)
cem_1.1.31.tgz(r-4.4-emscripten)cem_1.1.31.tgz(r-4.3-emscripten)
cem.pdf |cem.html✨
cem/json (API)
NEWS
| # Install 'cem' in R: |
| install.packages('cem', repos = c('https://siacus.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:96ad772be1. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 10 2024 |
| R-4.5-win | OK | Nov 10 2024 |
| R-4.5-linux | OK | Nov 10 2024 |
| R-4.4-win | OK | Nov 10 2024 |
| R-4.4-mac | OK | Nov 10 2024 |
| R-4.3-win | OK | Nov 10 2024 |
| R-4.3-mac | OK | Nov 10 2024 |
Exports:attcemcemspacecombine.spacegraphsimbalanceimbspacek2kL1.measL1.profilepairpscoreSelectrelax.cemrelax.plotsearch.matchshift.cemspacegraph
Dependencies:backportschkclicombinatgluelatticelifecycleMatchItnlmerandomForestRcppRcppProgressrlang
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Example of ATT estimation from CEM output | att plot.cem.att summary.cem.att |
| Coarsened Exact Matching | cem |
| Exploration tool for CEM | cemspace |
| Combine two spacegraph objects. | combine.spacegraphs |
| Dehejia-Wahba dataset | DW |
| Calculates several imbalance measures | imbalance |
| Diagnostic tool for CEM | imbspace |
| Plot of imbalance space diagnostic tool for CEM | imbspace.plot |
| Reduction to k2k Matching | k2k |
| Evaluates L1 distance between multidimensional histograms | L1.meas |
| Calculates L1 distance for different coarsenings | L1.profile |
| Modified Lalonde dataset | LeLonde |
| Lalonde dataset | LL |
| Lalonde treated units versus PSID control individuals | LLvsPSID |
| Produces a paired sample out of a CEM match solution | pair |
| Heuristic search of the best propensity score model specification | pscoreSelect |
| Diagnostic tool for CEM | relax.cem relax.plot |
| Heuristic search of match solutions | search.match |
| Diagnostic tool for CEM | shift.cem |
| Randomly compute many different matching solutions | spacegraph |
