
Walksat
 Referenced in 205 articles
[sw04328]
 algorithm terminates, returning the assignment. Otherwise, a variable is flipped and the above is then ... differ in the methods used to select which variable to flip. GSAT makes the change...

pcalg
 Referenced in 78 articles
[sw06072]
 estimated if latent variables and/or selection variables are assumed to be present. FCI and RFCI...

OSCAR
 Referenced in 44 articles
[sw03026]
 Simultaneous regression shrinkage, variable selection, and supervised clustering of predictors with OSCAR. Variable selection ... regression), is proposed to simultaneously select variables while grouping them into predictive clusters. In addition ... favorably to the existing shrinkage and variable selection techniques in terms of both prediction error...

BayesTree
 Referenced in 57 articles
[sw07995]
 also be used for modelfree variable selection. BART’s many features are illustrated with...

Bolasso
 Referenced in 26 articles
[sw31649]
 probability of correct model selection (i.e., variable selection). For a specific rate decay, we show ... that the Lasso selects all the variables that should enter the model with probability tending ... exponentially fast, while it selects all other variables with strictly positive probability. We show that ... consistent model selection. This novel variable selection algorithm, referred to as the Bolasso, is compared...

LASSO
 Referenced in 31 articles
[sw02850]
 method to achieve the shrinkage and variable selection simultaneously. The main idea of LASSO...

EMVS
 Referenced in 27 articles
[sw31733]
 ExpectationMaximization Approach to Bayesian Variable Selection. An efficient expectationmaximization algorithm for fitting Bayesian...

piMASS
 Referenced in 16 articles
[sw17249]
 Bayesian variable selection regression for genomewide association studies and other largescale problems ... consider applying Bayesian Variable Selection Regression, or BVSR, to genomewide association studies and similar ... naturally be cast as a variable selection regression problem, with the SNPs as the covariates ... focus primarily on identifying relevant variables, rather than on prediction; and (ii) many relevant covariates...

MIM
 Referenced in 120 articles
[sw26139]
 discrete and continuous variables. Further chapters cover hypothesis testing and model selection. Chapters...

clustvarsel
 Referenced in 16 articles
[sw07967]
 package clustvarsel: Variable Selection for ModelBased Clustering. A function which implements variable selection methodology ... find the (locally) optimal subset of variables in a dataset that have group/cluster information...

mixOmics
 Referenced in 23 articles
[sw09508]
 large number of variables. sPLS allows variable selection in a one step procedure...

LIMDEP
 Referenced in 74 articles
[sw04925]
 count, discrete and continuous variables and a variety of sample selection models. No other program...

BMSS
 Referenced in 12 articles
[sw13450]
 Variable selection and dependency networks for genomewide data. We describe a new stochastic search algorithm ... make use of BMSS to perform variable selection and classification as well as to construct ... involve any combination of continuous and discrete variables. We illustrate our methodology with several real...

semprop
 Referenced in 16 articles
[sw28383]
 strong restriction of the variable selection in semantic tree procedures for quantified Boolean formulas, learning...

varSelRF
 Referenced in 8 articles
[sw08253]
 package varSelRF: Variable selection using random forests. Variable selection from random forests using both backwards ... variable elimination (for the selection ... small sets of nonredundant variables) and selection based on the importance spectrum (somewhat similar ... scree plots; for the selection of large, potentially highlycorrelated variables). Main applications in high...

spikeslab
 Referenced in 8 articles
[sw14503]
 package spikeslab: Prediction and variable selection using spike and slab regression. Spike and slab ... prediction and variable selection in linear regression models. Uses a generalized elastic net for variable...

spikeSlabGAM
 Referenced in 8 articles
[sw07415]
 package spikeSlabGAM: Bayesian variable selection and model choice for generalized additive mixed models. Bayesian variable...

ITSOL
 Referenced in 156 articles
[sw04031]
 written in C and offers a selection of recently developed preconditioners. The preconditioner suite includes ... threshold) ILUC (Crout version of ILUT) VBILUK (variable block preconditioner with level of fill  with...

VarSelLCM
 Referenced in 6 articles
[sw15183]
 VarSelLCM: Variable Selection for ModelBased Clustering using the Integrated CompleteData Likelihood ... performing the cluster analysis with variable selection of continuous data by assuming independence between classes ... model interpretation and model selection. The variable selection is led by the Maximum Integrated Complete...

ScreenClean
 Referenced in 7 articles
[sw10897]
 ScreenClean: Screen and clean variable selection procedures. Routines for a collection of screenandclean ... type variable selection procedures, including...