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Package: r-cran-matchit (4.3.3-1)

GNU R package of nonparametric matching methods

MatchIt implements the suggestions of Ho, Imai, King, and Stuart (2004) for improving parametric statistical models by preprocessing data with nonparametric matching methods.

MatchIt implements a wide range of sophisticated matching methods, making it possible to greatly reduce the dependence of causal inferences on hard-to-justify, but commonly made, statistical modeling assumptions. The software also easily fits into existing research practices since, after preprocessing with MatchIt, researchers can use whatever parametric model they would have used without MatchIt, but produce inferences with substantially more robustness and less sensitivity to modeling assumptions. MatchIt is an R program, and also works seamlessly within Zelig.

Other Packages Related to r-cran-matchit

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  • dep: libc6 (>= 2.14) [amd64]
    GNU C Library: Shared libraries
    also a virtual package provided by libc6-udeb
    dep: libc6 (>= 2.17) [arm64, ppc64el]
    dep: libc6 (>= 2.4) [armhf]
  • dep: libgcc-s1 (>= 3.0) [not armhf]
    GCC support library
    dep: libgcc-s1 (>= 3.5) [armhf]
  • dep: libstdc++6 (>= 5.2)
    GNU Standard C++ Library v3
  • dep: r-api-4.0
    virtual package provided by r-base-core
  • dep: r-base-core (>= 4.1.2-1ubuntu1)
    GNU R core of statistical computation and graphics system
  • dep: r-cran-backports (>= 1.1.9)
    reimplementation of functions introduced since R-3.0.0
  • dep: r-cran-rcpp (>= 1.0.7)
    GNU R package for Seamless R and C++ Integration
  • dep: r-cran-rcppprogress
    interruptible progress bar for C++ in GNU R packages
  • sug: r-cran-boot
    GNU R package for bootstrapping functions from Davison and Hinkley
  • sug: r-cran-gbm (>= 2.1.7)
    GNU R package providing Generalized Boosted Regression Models
  • sug: r-cran-glmnet (>= 4.0)
    Lasso and Elastic-Net Regularized Generalized Linear Models
  • sug: r-cran-knitr
    GNU R package for dynamic report generation using Literate Programming
  • sug: r-cran-lmtest
    GNU R package for diagnostic checking in linear models
  • sug: r-cran-matching
    multivariate and propensity score matching with balance optimization
  • sug: r-cran-mgcv
    GNU R package for multiple parameter smoothing estimation
  • sug: r-cran-nnet
    GNU R package for feed-forward neural networks
  • sug: r-cran-randomforest
    GNU R package implementing the random forest classificator
  • sug: r-cran-rcppprogress (>= 0.4.2)
    interruptible progress bar for C++ in GNU R packages
  • sug: r-cran-rgenoud
    R Version of GENetic Optimization Using Derivatives
  • sug: r-cran-rglpk
    GNU R interface to the GNU Linear Programming Kit
  • sug: r-cran-rmarkdown
    convert R markdown documents into a variety of formats
  • sug: r-cran-rpart
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  • sug: r-cran-rsymphony
    GNU R interface to the SYMPHONY MILP solver
  • sug: r-cran-sandwich (>= 2.5-1)
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  • sug: r-cran-survival
    GNU R package for survival analysis

Download r-cran-matchit

Download for all available architectures
Architecture Package Size Installed Size Files
amd64 1,294.8 kB2623 kB [list of files]
arm64 1,286.5 kB2602 kB [list of files]
armhf 1,287.6 kB2546 kB [list of files]
ppc64el 1,301.5 kB2726 kB [list of files]