
sda
 Referenced in 3 articles
[sw06073]
 Shrinkage Discriminant Analysis and CAT Score Variable Selection , This package provides an efficient framework ... classifier is trained using JamesSteintype shrinkage estimators and predictor variables are ranked using...

psbcGroup
 Referenced in 3 articles
[sw24007]
 Parametric and Semiparametric Bayesian Survival Models with Shrinkage and Grouping Priors. Algorithms for fitting penalized ... parametric and semiparametric Bayesian survival models with shrinkage and grouping priors...

BayesReg
 Referenced in 3 articles
[sw31836]
 bayesreg: Bayesian Regression Models with GlobalLocal Shrinkage Priors. Fits linear or logistic regression model ... using Bayesian globallocal shrinkage prior hierarchies as described in Polson and Scott...

RXshrink
 Referenced in 2 articles
[sw27789]
 package RXshrink: Maximum Likelihood Shrinkage via Generalized Ridge or Least Angle Regression. Identify and display ... TRACEs for a specified shrinkage path and determine the extent of shrinkage most likely, under...

nlt
 Referenced in 3 articles
[sw08132]
 lifting transform. It has applications in wavelet shrinkage...

mpath
 Referenced in 3 articles
[sw13914]
 regression models. The penalties include least absolute shrinkage and selection operator (LASSO), smoothly clipped absolute...

FADA
 Referenced in 3 articles
[sw16021]
 discriminant analysis (see Clemmensen et al. (2011)), shrinkage linear and diagonal discriminant analysis...

SpaRSA
 Referenced in 3 articles
[sw20467]
 statistics. Basis pursuit, the least absolute shrinkage and selection operator (LASSO), waveletbased deconvolution and reconstruction...

MVR
 Referenced in 1 article
[sw06770]
 technique to generate localpooled or regularized shrinkage estimators of population parameters, (ii) the regularization ... sample variance estimator is improved by a shrinkage estimator using information contained in the sample ... mean. From these joint regularized shrinkage estimators, we derived regularized $t$like statistics and show ... standard sample counterparts, or regular common valueshrinkage estimators, or when the information contained...

CorShrink
 Referenced in 1 article
[sw37289]
 CorShrink: Empirical Bayes shrinkage estimation of correlations, with applications. Estimation of correlation matrices and correlations ... number of variables – some kind of shrinkage or regularization is necessary to improve estimation accuracy ... Here, we propose an Empirical Bayes shrinkage approach, CorShrink, which adaptively learns how much ... CorShrink is competitive with other popular correlation shrinkage methods, even when there is no missing...

st
 Referenced in 1 article
[sw24549]
 package st: Shrinkage t Statistic and CorrelationAdjusted tScore. Implements the ”shrinkage t” statistic ... OpgenRhein and Strimmer (2007) and a shrinkage estimate of the ”correlationadjusted tscore...

BSGW
 Referenced in 1 article
[sw29207]
 package BSGW: Bayesian Survival Model with Lasso Shrinkage Using Generalized Weibull Regression. Bayesian survival model ... time  hazard ratios between subjects. Bayesian Lasso shrinkage in the form of two Laplace priors ... functions can be used to tune the shrinkage parameters. Monte Carlo Markov Chain (MCMC) sampling...

rarhsmm
 Referenced in 1 article
[sw34685]
 Rabiner (1989) . The shrinkage estimation on the covariance matrices is based ... /S0047259X(03)000964>. The shrinkage estimation on the autoregressive coefficients uses the elastic ... shrinkage detailed in Zou et al. (2005)

AICcmodavg
 Referenced in 2 articles
[sw17768]
 predicted values, as well as a shrinkage version of model averaging parameter estimates or effect...

regsem
 Referenced in 2 articles
[sw20287]
 Kennard 1970) and the least absolute shrinkage and selection operator (lasso; Tibshirani 1996), along with...

relaxo
 Referenced in 2 articles
[sw26421]
 Lasso is a generalisation of the Lasso shrinkage technique for linear regression. Both variable selection...

DeconvolutionLab2
 Referenced in 2 articles
[sw30681]
 Tikhonov–Miller, Richardson–Lucy, and fast iterative shrinkagethresholding. We evaluate these methods over large...

longitudinal
 Referenced in 2 articles
[sw32651]
 irregularly spaced time points. Also implements a shrinkage estimator of dynamical correlation and dynamical covariance...

rLGenSVM
 Referenced in 2 articles
[sw34760]
 tumor classification  relaxed Lasso (least absolute shrinkage and selection operator) and generalized multiclass support...

CON2D
 Referenced in 1 article
[sw10362]
 model has been developed to predict temperature, shrinkage, and stress development in both horizontal ... plasticity, and the dynamic effect of solidification shrinkage on heat transfer across the interfacial...