套件：r-cran-matchit（4.5.5-1） [debports]
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.
其他與 r-cran-matchit 有關的套件
|
|
|
|
-
- dep: libc6 (>= 2.2)
- GNU C 函式庫：共用函式庫
同時作為一個虛擬套件由這些套件填實： libc6-udeb
-
- dep: libgcc-s4 (>= 4.1.1)
- GCC 支援函式庫
-
- dep: libgomp1 (>= 4.2.1)
- GCC OpenMP (GOMP) support library
-
- dep: libstdc++6 (>= 13.1)
- GNU Standard C++ Library v3
-
- dep: r-api-4.0
- 本虛擬套件由這些套件填實： 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-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