Пакунок: r-cran-matchit (4.1.0-1)

[ 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: Математика, Implemented in: GNU R, Application Suite: GNU

Інші пакунки пов'язані з r-cran-matchit

• dep: libc6 (>= 2.17)

  Бібліотека GNU C: спільні бібліотеки
  also a virtual package provided by libc6-udeb

• dep: libgcc-s1 (>= 3.0)

  Допоміжна бібліотека GCC

• dep: libstdc++6 (>= 5.2)

  Стандартна бібліотека C++ GNU, версії 3

• dep: r-api-4.0

  virtual package provided by r-base-core

• dep: r-base-core (>= 4.0.3-1)

  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 (>= 1.0.5)

  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-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-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-sandwich (>= 2.5-1)

  GNU R package for model-robust standard error estimates

• sug: r-cran-survival

  GNU R package for survival analysis

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