Package: designmatch 0.5.5

Jose R. Zubizarreta

designmatch: Matched Samples that are Balanced and Representative by Design

Includes functions for the construction of matched samples that are balanced and representative by design. Among others, these functions can be used for matching in observational studies with treated and control units, with cases and controls, in related settings with instrumental variables, and in discontinuity designs. Also, they can be used for the design of randomized experiments, for example, for matching before randomization. By default, 'designmatch' uses the 'highs' optimization solver, but its performance is greatly enhanced by the 'Gurobi' optimization solver and its associated R interface. For their installation, please follow the instructions at <https://www.gurobi.com/getting-started/> and <https://docs.gurobi.com/projects/optimizer/en/current/reference/r/setup.html>. We have also included directions in the gurobi_installation file in the inst folder.

Authors:Jose R. Zubizarreta [aut, cre], Cinar Kilcioglu [aut], Juan P. Vielma [aut], Eric R. Cohn [aut], Noah Greifer [ctb]

designmatch_0.5.5.tar.gz
designmatch_0.5.5.zip(r-4.7-any)designmatch_0.5.5.zip(r-4.6-any)designmatch_0.5.5.zip(r-4.5-any)
designmatch_0.5.5.tgz(r-4.6-any)designmatch_0.5.5.tgz(r-4.5-any)
designmatch_0.5.5.tar.gz(r-4.7-any)designmatch_0.5.5.tar.gz(r-4.6-any)
designmatch_0.5.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
designmatch/json (API)

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

Bug tracker:https://github.com/jrzubizarreta/designmatch/issues

Datasets:
  • germancities - Data from German cities before and after the Second World War
  • lalonde - Lalonde data set

On CRAN:

Conda:

3.64 score 93 scripts 2.3k downloads 1 mentions 12 exports 6 dependencies

Last updated from:22688ddf4f. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK128
source / vignettesOK144
linux-releaseOK115
macos-releaseOK173
macos-oldrelOK168
windows-develOK106
windows-releaseOK87
windows-oldrelOK76
wasm-releaseOK84

Exports:absstddifbmatchcardmatchdistmatdistmatchecdfplotfinetabloveplotmeantabnmatchpairsplotprofmatch

Dependencies:backportscheckmatehighsMASSRcppslam