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  • ICALAB
  • Referenced in 113 articles [sw15047]
  • algorithms for ICA (independent component analysis) employing HOS (higher order statistics), BSS (blind source separation...

  • PMTK
  • Referenced in 236 articles [sw14689]
  • probabilistic perspective, but can also be used independently of this book. The goal ... encompassing machine learning, graphical models, and Bayesian statistics (hence the logo). (Some methods from frequentist...

  • EEGLAB
  • Referenced in 61 articles [sw07368]
  • data incorporating independent component analysis (ICA), time/frequency analysis, artifact rejection, event-related statistics, and several...

  • TwoCop
  • Referenced in 60 articles [sw12359]
  • through empirical copulas. We provide inference for independent or paired samples. The multiplier central limit ... values of the Cramér-von Mises test statistic. Finite sample properties are assessed with Monte...

  • WRS2
  • Referenced in 30 articles [sw16389]
  • robust statistical methods based on Wilcox’ WRS functions. It implements robust t-tests (independent...

  • RBVE
  • Referenced in 2 articles [sw27810]
  • failure pattern are not statistically independent. The failure and the censoring distributions are considered...

  • AnalyzeFMRI
  • Referenced in 12 articles [sw19796]
  • Independent Component Analysis for fMRI data sets embedded in a R package. For statistical analysis ... propose a data-driven approach based on Independent Component Analysis (ICA) implemented...

  • ICLUS
  • Referenced in 1 article [sw02611]
  • independent component analysis. As a statistical technique, independent components analysis (ICA), is used ... separate mixed data sources into statistically independent patterns. ICA is also a useful dimension reduction...

  • someMTP
  • Referenced in 5 articles [sw11118]
  • proposed procedure is valid under independence for the test statistics. We also propose a modification...

  • Separoids
  • Referenced in 21 articles [sw08819]
  • Separoids: A Mathematical Framework for Conditional Independence and Irrelevance. We introduce an axiomatic definition ... different formalisms for representing uncertainty in Probability, Statistics, Artificial Intelligence, and other fields...

  • HHG
  • Referenced in 7 articles [sw16725]
  • package HHG: Heller-Heller-Gorfine Tests of Independence and Equality of Distributions. Heller-Heller-Gorfine ... powerful statistical tests of multivariate k-sample homogeneity and independence. For the univariate case...

  • PearsonICA
  • Referenced in 1 article [sw15399]
  • package PearsonICA: Independent component analysis using score functions from the Pearson system. The Pearson ... based method for blind separation of statistically independent source signals. It has been shown that...

  • copent
  • Referenced in 1 article [sw33918]
  • mathematical concept for multivariate statistical independence measuring and testing, and proved to be equivalent...

  • SIS
  • Referenced in 10 articles [sw08182]
  • package SIS: SIS: Sure Independence Screening. Variable selection techniques are essential tools for model selection ... estimation in high-dimensional statistical models. Through this publicly available package, we provide a unified ... carry out variable selection using iterative sure independence screening (SIS) and all of its variants...

  • RF++
  • Referenced in 4 articles [sw15909]
  • classify cluster-correlated non-independent data in a statistically valid fashion. RF++ also identifies important...

  • CARTOOL
  • Referenced in 4 articles [sw35830]
  • advantageous because they are reference independents and thus render statistically unambiguous results. Neurophysiologically, differences...

  • mixOmics
  • Referenced in 29 articles [sw09508]
  • Omics Data Integration Project. The package provide statistical integrative techniques and variants to analyse highly ... methodological developments include: sparse PLS-Discriminant Analysis, Independent Principal Component Analysis and multilevel analysis using...

  • MATS
  • Referenced in 5 articles [sw10542]
  • bootstrap) tests for independence and linearity with various test statistics, and discrimination power of different...

  • SnPM
  • Referenced in 1 article [sw19470]
  • General Linear Model and pseudo t-statistics for independent observations...