
SemiPar
 Referenced in 761 articles
[sw07116]
 approach to semiparametric regression is based on penalized regression splines and mixed models. Every model...

glasso
 Referenced in 510 articles
[sw07432]
 solving the dual of the graphical lasso penalized likelihood, by block coordinate ascent; a result...

gss
 Referenced in 317 articles
[sw06099]
 covariates. The unifying themes are the general penalized likelihood method and the construction of multivariate...

Stan
 Referenced in 302 articles
[sw10200]
 inference with MCMC sampling (NUTS, HMC) and penalized maximum likelihood estimation with Optimization (BFGS). Stan...

PMA
 Referenced in 133 articles
[sw19126]
 package PMA: Penalized Multivariate Analysis. Performs Penalized Multivariate Analysis: a penalized matrix decomposition, sparse principal ... Witten, Tibshirani and Hastie (2009) A penalized matrix decomposition, with applications to sparse principal components...

quantreg
 Referenced in 162 articles
[sw04356]
 nonlinear parametric and nonparametric (total variation penalized) models for conditional quantiles of a univariate...

VGAM
 Referenced in 110 articles
[sw04490]
 distribution by maximum likelihood estimation (MLE) or penalized MLE. Also fits constrained ordination models...

hgam
 Referenced in 73 articles
[sw11201]
 provable numerical convergence properties, for optimizing the penalized likelihood. Furthermore, we provide oracle results which ... adaptive version of our sparsitysmoothness penalized approach yields large additional performance gains...

rms
 Referenced in 100 articles
[sw04532]
 model for rightcensored responses, and implements penalized maximum likelihood estimation for logistic and ordinary...

penalizedLDA
 Referenced in 61 articles
[sw11350]
 package penalizedLDA: Penalized classification using Fisher’s linear discriminant. Implements the penalized LDA proposal ... Witten and Tibshirani (2011), Penalized classification using Fisher’s linear discriminant...

RStan
 Referenced in 87 articles
[sw13990]
 Bayesian inference via variational approximation, and (optionally penalized) maximum likelihood estimation via optimization...

ape
 Referenced in 63 articles
[sw04569]
 like trees using mean path lengths and penalized likelihood. Phylogeny estimation can be done with...

CAPUSHE
 Referenced in 62 articles
[sw13365]
 minimization of a penalized criterion. L. Birgé and P. Massart [Probab. Theory Relat. Fields...

frailtypack
 Referenced in 44 articles
[sw06070]
 General Frailty models using a semi_parametric penalized likelihood estimation or a parametric estimation , Frailtypack ... several classes of frailty models using a penalized likelihood estimation on the hazard function...

CFSQP
 Referenced in 61 articles
[sw04658]
 replaced by an exact penalty function which penalizes nonlinear equality constraint violations only. When solving...

OSCAR
 Referenced in 58 articles
[sw03026]
 similar behavior. The technique is based on penalized least squares with a geometrically intuitive penalty...

rstan
 Referenced in 55 articles
[sw16103]
 Bayesian inference via variational approximation, and (optionally penalized) maximum likelihood estimation via optimization...

ConfBands
 Referenced in 34 articles
[sw12330]
 Simultaneous confidence bands for penalized spline estimators. In this article, we construct simultaneous confidence bands ... smooth curve using penalized spline estimators. We consider three types of estimation methods ... show that the mixedmodel formulation of penalized splines can help obtain, at least approximately...

SolvOpt
 Referenced in 51 articles
[sw04332]
 account constraints by the method of exact penalization...

penalized
 Referenced in 28 articles
[sw06071]
 package penalized: Efficient approximate kfold and leaveoneout crossvalidation for ridge regression ... several microarray data sets. An R package penalized, which implements the method, is available...