Package: MARMoT 0.0.4

MARMoT: Matching on Poset-Based Average Rank for Multiple Treatments (MARMoT)

It contains the function to apply MARMoT balancing technique discussed in: Silan, Boccuzzo, Arpino (2021) <doi:10.1002/sim.9192>, Silan, Belloni, Boccuzzo, (2023) <doi:10.1007/s10260-023-00695-0>; furthermore it contains a function for computing the Deloof's approximation of the average rank (and also a parallelized version) and a function to compute the Absolute Standardized Bias.

Authors:Alberto Calore [aut, cre], Pietro Belloni [aut], Margherita Silan [aut]

MARMoT_0.0.4.tar.gz
MARMoT_0.0.4.zip(r-4.5)MARMoT_0.0.4.zip(r-4.4)MARMoT_0.0.4.zip(r-4.3)
MARMoT_0.0.4.tgz(r-4.4-any)MARMoT_0.0.4.tgz(r-4.3-any)
MARMoT_0.0.4.tar.gz(r-4.5-noble)MARMoT_0.0.4.tar.gz(r-4.4-noble)
MARMoT_0.0.4.tgz(r-4.4-emscripten)MARMoT_0.0.4.tgz(r-4.3-emscripten)
MARMoT.pdf |MARMoT.html✨
MARMoT/json (API)

# Install 'MARMoT' in R:
install.packages('MARMoT', repos = c('https://albertocalore.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/albertocalore/marmot/issues

Datasets:
  • MARMoT_data - Data to showcase MARMoT and ASB functions
  • deloof_data - Data to showcase deloof and mcdeloof functions

On CRAN:

asbaverage-rankposetpropensity-scorepropensity-scorestemplate-matching

4 exports 1.32 score 15 dependencies 157 downloads

Last updated 1 months agofrom:40d2980587. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 15 2024
R-4.5-winOKSep 15 2024
R-4.5-linuxOKSep 15 2024
R-4.4-winOKSep 15 2024
R-4.4-macOKSep 15 2024
R-4.3-winOKSep 15 2024
R-4.3-macOKSep 15 2024

Exports:ASBdeloofMARMoTmcdeloof

Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixnetrankrparsecpkgconfigRcppRcppArmadillorlangvctrs