Пакунок: r-cran-matchit (3.0.2-2)

[ 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: r-api-3.5

  virtual package provided by r-base-core

• dep: r-base-core (>= 3.5.0-5)

  GNU R core of statistical computation and graphics system

• dep: r-cran-mass

  GNU R package of Venables and Ripley's MASS

• 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 - Development files

• 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-rgenoud

  R Version of GENetic Optimization Using Derivatives

• sug: r-cran-rpart

  GNU R package for recursive partitioning and regression trees

• sug: r-cran-whatif

  GNU R evaluate counterfactuals

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