
Monomvn
 Referenced in 10 articles
[sw08173]
 parsimonious/shrinkage regressions (plsr, pcr, lasso, ridge, etc.), where standard regressions fail, the package can handle ... supports maximum likelihood inference and a full Bayesian approach employing scalemixtures for Gibbs sampling ... fully functional standalone interface to the Bayesian lasso (from Park & Casella), NormalGamma (from Griffin...

EBglmnet
 Referenced in 2 articles
[sw15564]
 package EBglmnet: Empirical Bayesian Lasso and Elastic Net Methods for Generalized Linear Models. Provides empirical ... Bayesian lasso and elastic net algorithms for variable selection and effect estimation. Key features include...

BhGLM
 Referenced in 3 articles
[sw10342]
 cases, e.g., classical GLMs, ridge regression, Bayesian lasso, and various adaptive lasso. These methods...

BSGW
 Referenced in 1 article
[sw29207]
 package BSGW: Bayesian Survival Model with Lasso Shrinkage Using Generalized Weibull Regression. Bayesian survival model ... with time  hazard ratios between subjects. Bayesian Lasso shrinkage in the form of two Laplace...

blasso
 Referenced in 13 articles
[sw06769]
 lasso. The estimate that it produces can be viewed as a Bayesian posterior mode under...

piMASS
 Referenced in 16 articles
[sw17249]
 other largescale problems We consider applying Bayesian Variable Selection Regression, or BVSR, to genome ... analyses and the penalized regression method LASSO. Methods described here are implemented in a software...

BayesReg
 Referenced in 3 articles
[sw31836]
 Fits linear or logistic regression model using Bayesian globallocal shrinkage prior hierarchies as described ... /acprof:oso/9780199694587.003.0017>. Handles ridge, lasso, horseshoe and horseshoe+ regression with logistic, Gaussian, Laplace or Student...

spinyReg
 Referenced in 4 articles
[sw14821]
 dimensional regression. We address the problem of Bayesian variable selection for highdimensional linear regression ... highdimensional variable selection algorithms (such as lasso, adaptive lasso, stability selection or spike...

MHTrajectoryR
 Referenced in 3 articles
[sw18786]
 Bayesian model selection in logistic regression for the detection of adverse drug reactions. Spontaneous adverse ... logistic regressions have been used with a Lasso type penalty to perform the detection...

BSL
 Referenced in 1 article
[sw29747]
 alternative to standard, nonparametric approximate Bayesian computation (ABC). BSL assumes a multivariate normal distribution ... semiBSL) and two shrinkage estimations (graphical lasso and Warton’s estimation). uBSL (Price...

LSQR
 Referenced in 372 articles
[sw00530]
 Algorithm 583: LSQR: Sparse Linear Equations and Least...

MapReduce
 Referenced in 253 articles
[sw00546]
 MapReduce is a new parallel programming model initially...

Matlab
 Referenced in 12557 articles
[sw00558]
 MATLAB® is a highlevel language and interactive...

mclust
 Referenced in 268 articles
[sw00563]
 R package mclust: Normal Mixture Modeling for Model...

mixAK
 Referenced in 13 articles
[sw00580]
 R package mixAK: Mixture of methods including mixtures...

Octave
 Referenced in 294 articles
[sw00646]
 GNU Octave is a highlevel language, primarily...

R
 Referenced in 8776 articles
[sw00771]
 R is a language and environment for statistical...

GLIM
 Referenced in 187 articles
[sw01126]
 GLIM  a system for interactive fitting of generalized...

QUADPACK
 Referenced in 253 articles
[sw01236]
 Fortran subprograms for evaluating definite integrals of functions...

LASSO
 Referenced in 32 articles
[sw02850]
 A gradient descent algorithm for LASSO LASSO is...