Balík: r-cran-matchit (3.0.2-2)

[ Zdroj: 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.

Značky: Pole: Matematika, Implementované v: GNU R, Balík aplikácií: GNU

Ostatné balíky súvisiace s balíkom r-cran-matchit

• dep: r-api-3.5

  virtuálny balík poskytovaný balíkom r-base-core

• dep: r-base-core (>= 3.5.0-5)

  jadro GNU R na štatistické výpočty a grafický systém

• dep: r-cran-mass

  balík MASS pre GNU R od Venable a Ripley

• dep: r-cran-matching

  multivariate and propensity score matching with balance optimization

• rec: r-cran-testthat

  GNU R testsuite

• sug: libgdal-dev

  Geospatial Data Abstraction Library - vývojové súbory

• sug: r-cran-mgcv

  balík GNU R na odhad viacerých parametrov vyhladzovania

• sug: r-cran-nnet

  balík GNU R pre dopredné neurónové siete

• sug: r-cran-rgenoud

  R Version of GENetic Optimization Using Derivatives

• sug: r-cran-rpart

  balík GNU R na rekurzívne rozhodovacie a regresné stromy

• sug: r-cran-whatif

  GNU R evaluate counterfactuals

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