• Matching

  • Referenced in 17 articles [sw08094]
  • package Matching: Multivariate and Propensity Score Matching with Balance Optimization. Provides functions for multivariate ... propensity score matching and for finding optimal balance based on a genetic search algorithm ... variety of univariate and multivariate metrics to determine if balance has been obtained are also...
  • MICE

  • Referenced in 132 articles [sw09315]
  • package mice: Multivariate Imputation by Chained Equations. Multiple imputation using Fully Conditional Specification (FCS) implemented ... provided for continuous data (predictive mean matching, normal), binary data (logistic regression), unordered categorical data...
  • PRELIS

  • Referenced in 37 articles [sw09526]
  • Imputation by matching; Multiple imputation; Multiple linear regression; Logistic regression; Univariate and multivariate censored regression...
  • nbpMatching

  • Referenced in 13 articles [sw06785]
  • This article reviews the optimal nonbipartite matching algorithm and its statistical applications, including observational studies ... multivariate distributions. We also introduce an R package that performs optimal nonbipartite matching. We present...
  • mvBACON

  • Referenced in 26 articles [sw36501]
  • algorithms for the detection of outliers in multivariate and regression data). The algorithms, however ... cases. We show that the proposed methods match the performance of more computationally expensive methods...
  • AS 162

  • Referenced in 5 articles [sw14111]
  • Multivariate conditional logistic analysis of stratum-matched case- control studies. (Algorithm...
  • mipmatch

  • Referenced in 11 articles [sw06773]
  • used to evaluate the quality of the match. For example, the method minimizes or constrains ... means, variances, and skewness; differences in multivariate moments, such as correlations between covariates; differences ... empirical distributions of the treated units and matched controls. While balancing several of these measures...
  • MyriMatch

  • Referenced in 2 articles [sw31817]
  • accurate tandem mass spectral peptide identification by multivariate hypergeometric analysis. Shotgun proteomics experiments are dependent ... evaluating the number of fragment ions matched between each peptide sequence and an observed spectrum ... model to score peptide matches that is based upon the multivariate hypergeometric distribution. This scorer ... database search engine, places greater emphasis on matching intense peaks. The probability that the best...
  • PLNseq

  • Referenced in 1 article [sw36868]
  • PLNseq: a multivariate Poisson lognormal distribution for high-throughput matched RNA-sequencing read count data ... read counts are measured from matched samples or taken from the same subject under multiple ... PLNseq’, which uses a multivariate Poisson lognormal distribution to model matched read count data...
  • experiment

  • Referenced in 1 article [sw24908]
  • randomized-block and matched-pair designs based on possibly multivariate pre-treatment covariates. The package...
  • crossmatch

  • Referenced in 1 article [sw21025]
  • Cross-match Test. This package performs a test for comparing two multivariate distributions by using ... output is the number of cross-matches and a p-value...
  • KBAL

  • Referenced in 3 articles [sw36072]
  • implementation of kernel balancing. Investigators often use matching and weighting techniques to adjust for differences ... general ensure equal multivariate densities of the treated and control groups. Treatment effect estimates made...
  • steadyICA

  • Referenced in 1 article [sw35833]
  • Multivariate Distance Covariance. Functions related to multivariate measures of independence and ICA: -estimate independent components ... comparisons); -order indepedent components by skewness; -match independent components from multiple estimates; -other functions useful...
  • ebalance

  • Referenced in 1 article [sw24556]
  • Stata package ebalance implements entropy balancing, a multivariate reweighting method described in Hainmueller (2012 ) that ... control group data can be reweighted to match the covariate moments in the treatment group...
  • StatAid

  • Referenced in 1 article [sw35922]
  • Publication-ready graph customization; Paired data analysis (matched case-control studies, repeated measures); Univariate analysis ... outcome: Kaplan-Meier curves and cox regression; Multivariate analysis and models for continuous, categorical...
  • GLIMMPSE

  • Referenced in 1 article [sw24560]
  • sample size for the general linear multivariate model with Gaussian errors (http://glimmpse.SampleSizeShop.org/). GLIMMPSE provides ... Gaussian covariate. Validation experiments demonstrate that GLIMMPSE matches the accuracy of previously published results...
  • GI

  • Referenced in 2 articles [sw37308]
  • tested by means of a multivariate test. The GI measure and its test overcome some ... global imbalance by subgroups obtained through several matching or classification methods (e.g., cluster analysis, propensity...
  • CGAL

  • Referenced in 360 articles [sw00118]
  • The goal of the CGAL Open Source Project...
  • CoCoA

  • Referenced in 631 articles [sw00143]
  • CoCoA is a system for Computations in Commutative...
  • Coq

  • Referenced in 1807 articles [sw00161]
  • Coq is a formal proof management system. It...