
Walksat
 Referenced in 199 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 66 articles
[sw06072]
 estimated if latent variables and/or selection variables are assumed to be present. FCI and RFCI...

OSCAR
 Referenced in 37 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 50 articles
[sw07995]
 also be used for modelfree variable selection. BART’s many features are illustrated with...

LASSO
 Referenced in 27 articles
[sw02850]
 method to achieve the shrinkage and variable selection simultaneously. The main idea of LASSO...

MIM
 Referenced in 100 articles
[sw26139]
 discrete and continuous variables. Further chapters cover hypothesis testing and model selection. Chapters...

piMASS
 Referenced in 12 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...

clustvarsel
 Referenced in 13 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...

semprop
 Referenced in 15 articles
[sw28383]
 strong restriction of the variable selection in semantic tree procedures for quantified Boolean formulas, learning...

LIMDEP
 Referenced in 46 articles
[sw04925]
 count, discrete and continuous variables and a variety of sample selection models. No other program...

BMSS
 Referenced in 8 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...

mixOmics
 Referenced in 11 articles
[sw09508]
 large number of variables. sPLS allows variable selection in a one step procedure...

ITSOL
 Referenced in 151 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...

varSelRF
 Referenced in 6 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 6 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...

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

spikeSlabGAM
 Referenced in 7 articles
[sw07415]
 package spikeSlabGAM: Bayesian variable selection and model choice for generalized additive mixed models. Bayesian variable...

CirCUs
 Referenced in 9 articles
[sw00128]
 also describe a new decision variable selection heuristic that is based on recognizing that...

MixMoGenD
 Referenced in 5 articles
[sw08624]
 Variable selection in modelbased clustering using multilocus genotype data. We propose a variable selection...

spinyReg
 Referenced in 4 articles
[sw14821]
 with Occam’s razor for Bayesian variable selection in highdimensional regression. We address ... problem of Bayesian variable selection for highdimensional linear regression. We consider a generative model ... stateoftheart highdimensional variable selection algorithms (such as lasso, adaptive lasso, stability ... slab procedures) are reported. Competitive variable selection results and predictive performances are achieved on both...