Package: r-cran-matchit (4.5.5-1 and others)

[ Source: r-cran-matchit  ]

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.

Tags: Field: Matematika, Implemented in: GNU R, Application Suite: GNU

Other Packages Related to r-cran-matchit

• dep: libblas3 [sparc64]

  Basic Linear Algebra Reference implementations, shared library

  or libblas.so.3

  virtual package provided by libatlas3-base, libblas3, libblis4-openmp, libblis4-pthread, libblis4-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libc6 (>= 2.11) [armel, armhf, i386, m68k, mips64el, ppc64, s390x, sparc64]

  GNU C könyvtár: megosztott könyvtárak
  also a virtual package provided by libc6-udeb

  dep: libc6 (>= 2.14) [amd64]

  dep: libc6 (>= 2.16) [x32]

  dep: libc6 (>= 2.17) [arm64, ppc64el]

  dep: libc6 (>= 2.2) [hppa]

  dep: libc6 (>= 2.27) [riscv64]

  dep: libc6 (>= 2.37) [sh4]

• dep: libc6.1 (>= 2.11) [alpha]

  GNU C könyvtár: megosztott könyvtárak
  also a virtual package provided by libc6.1-udeb

  dep: libc6.1 (>= 2.37) [ia64]

• dep: libgcc-s1 (>= 3.0) [not armel, armhf, hppa, ia64, m68k, sh4]

  GCC támogató programkönyvtár

  dep: libgcc-s1 (>= 3.3.4) [sh4]

  dep: libgcc-s1 (>= 3.5) [armel, armhf]

  dep: libgcc-s1 (>= 4.2) [ia64]

• dep: libgcc-s2 (>= 4.2.1) [m68k]

  GCC támogató programkönyvtár

• dep: libgcc-s4 (>= 4.1.1) [hppa]

  GCC támogató programkönyvtár

• dep: libgfortran5 (>= 8) [sparc64]

  Runtime library for GNU Fortran applications

• dep: libgomp1 (>= 4.2.1)

  GCC OpenMP (GOMP) support library

• dep: liblapack3 [sparc64]

  Library of linear algebra routines 3 - shared version

  or liblapack.so.3

  virtual package provided by libatlas3-base, liblapack3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libstdc++6 (>= 13.1) [not arm64]

  GNU Standard C++ Library v3

  dep: libstdc++6 (>= 14) [arm64]

• dep: libunwind8 [ia64]

  library to determine the call-chain of a program - runtime

• dep: r-api-4.0

  virtual package provided by r-base-core

• dep: r-cran-backports (>= 1.1.9)

  reimplementation of functions introduced since R-3.0.0

• dep: r-cran-chk (>= 0.8.1)

  GNU R check user-supplied function arguments

• dep: r-cran-rcpp

  GNU R package for Seamless R and C++ Integration

• dep: r-cran-rcppprogress

  interruptible progress bar for C++ in GNU R packages

• dep: r-cran-rlang (>= 1.1.0)

  Functions for Base Types and Core R and 'Tidyverse' Features

• 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-marginaleffects (>= 0.11.0) [arm64, riscv64]

  GNU R predictions, comparisons, slopes, marginal means, and hypothesis

• 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 (>= 4.7-1)

  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

  GNU R package for recursive partitioning and regression trees

• sug: r-cran-rsymphony

  GNU R interface to the SYMPHONY MILP solver

• sug: r-cran-sandwich (>= 2.5-1)

  GNU R package for model-robust standard error estimates

• sug: r-cran-survival

  GNU R package for survival analysis

• sug: r-cran-testthat (>= 3.0.0)

  GNU R testsuite

Download r-cran-matchit

Download for all available architectures

Architecture	Version	Package Size	Installed Size	Files
alpha (unofficial port)	4.5.5-1	1,630.7 kB	2,907.0 kB	[list of files]
amd64	4.5.5-1	1,643.0 kB	2,784.0 kB	[list of files]
arm64	4.5.5-1+b1	1,647.4 kB	2,853.0 kB	[list of files]
armel	4.5.5-1	1,627.3 kB	2,754.0 kB	[list of files]
armhf	4.5.5-1	1,629.7 kB	2,674.0 kB	[list of files]
hppa (unofficial port)	4.5.5-1	1,637.2 kB	2,842.0 kB	[list of files]
i386	4.5.5-1	1,646.0 kB	2,802.0 kB	[list of files]
ia64 (unofficial port)	4.5.5-1	1,655.7 kB	3,148.0 kB	[list of files]
m68k (unofficial port)	4.5.5-1	1,630.3 kB	2,754.0 kB	[list of files]
mips64el	4.5.5-1	1,619.0 kB	2,873.0 kB	[list of files]
ppc64 (unofficial port)	4.5.5-1	1,640.6 kB	2,911.0 kB	[list of files]
ppc64el	4.5.5-1	1,638.6 kB	2,908.0 kB	[list of files]
riscv64	4.5.5-1+b1	1,640.6 kB	2,724.0 kB	[list of files]
s390x	4.5.5-1	1,643.2 kB	2,800.0 kB	[list of files]
sh4 (unofficial port)	4.5.5-1	1,658.4 kB	2,777.0 kB	[list of files]
sparc64 (unofficial port)	4.5.5-1	1,617.4 kB	3,490.0 kB	[list of files]
x32 (unofficial port)	4.5.5-1	1,641.0 kB	2,754.0 kB	[list of files]