
XLNet
 Referenced in 20 articles
[sw31118]
 learning bidirectional contexts by maximizing the expected likelihood over all permutations of the factorization order ... autoregressive model, into pretraining. Empirically, XLNet outperforms BERT on 20 tasks, often by a large...

Medlda
 Referenced in 13 articles
[sw11723]
 applied for jointly maxmargin and maximum likelihood learning of directed or undirected topic models ... parameter estimation are derived and extensive empirical studies on several real data sets are also...

sdetorus
 Referenced in 2 articles
[sw20248]
 ShojiOzaki pseudolikelihoods; (iii) a likelihood based on a specific approximation to the transition ... ones, and investigates the empirical performance of the approximate likelihoods. Finally, two diffusions are used...

feologit
 Referenced in 0 articles
[sw37547]
 generalized methodofmoments and empirical likelihood estimators. The command and model interpretations are illustrated...

EbayesThresh
 Referenced in 17 articles
[sw11103]
 Related Methods. This package carries out Empirical Bayes thresholding using the methods developed ... estimated by a marginal maximum likelihood approach. This leads to an adaptive thresholding approach...

Mbetoolbox
 Referenced in 1 article
[sw10710]
 rates by using a maximum likelihood method or an empirical Bayesian method. It also incorporates...

nlpden
 Referenced in 3 articles
[sw09371]
 likelihood, but rather is purely geometric: heuristically, we L 2 project the observed empirical distribution ... matches the accuracy of fully general maximum likelihood estimators at a fraction of the computational...

shrink
 Referenced in 4 articles
[sw24100]
 achieved, e.g., by regularized regression or empirical Bayes approaches. Various types of shrinkage factors ... also be estimated after a maximum likelihood. While global shrinkage modifies all regression coefficients...

GlobalAncova
 Referenced in 8 articles
[sw30019]
 hypothesis. In combination with a permutation approach, empirical significance levels can be approximated. Alternatively ... variables or even mixed data by a likelihood ratio approach. Closed and hierarchical testing procedures...

PML
 Referenced in 2 articles
[sw34605]
 maximum likelihood maximizing the probability of observing a sufficient statistic rather than the empirical sample...

heckmancopula
 Referenced in 2 articles
[sw37451]
 likelihood estimation of sampleselection models. Sampleselection issues are common problems in empirical studies ... assumptions leads to inconsistency of a maximum likelihood estimator. Early work on sampleselection models...

CodonTest
 Referenced in 1 article
[sw37906]
 using standard maximum likelihood optimization procedures. We apply the GA to empirical alignments and show...

MIXREGLS
 Referenced in 3 articles
[sw24546]
 written in Fortran and uses maximum likelihood estimation, utilizing both the EM algorithm ... random effects is accomplished using empirical Bayes methods. Examples illustrating standalone usage and features...

ProbitSpatial
 Referenced in 3 articles
[sw37939]
 based on the full maximization of likelihood of an approximate multivariate normal distribution function ... just few years ago. Extensive simulation and empirical studies proved that these functions can readily...

boottest
 Referenced in 5 articles
[sw37419]
 many estimation commands based on maximum likelihood. Although it is designed to perform the wild ... artest, scoretest, and waldtest, and present several empirical examples...

EWGoF
 Referenced in 2 articles
[sw36709]
 into families: the tests based on the empirical distribution function, the tests based ... based on the Laplace transform and the likelihood based tests...

MIXREG
 Referenced in 5 articles
[sw24547]
 adjusting for clustering. MIXREG uses maximum marginal likelihood estimation, utilizing both the EM algorithm ... individual random effects is accomplished using an empirical Bayes approach. Examples illustrating usage and features...

MAMSE
 Referenced in 0 articles
[sw18460]
 weighted likelihood or to define a mixture of empirical distribution functions. The package includes functions...

distributionsrd
 Referenced in 0 articles
[sw41028]
 likelihood ratio and (ii) deviations between the empirical and parametrically implied moments of the distributions...

PROC QTL
 Referenced in 1 article
[sw17248]
 line crossing experiments using maximum likelihood (ML), least square (LS), iteratively reweighted least square (IRLS ... Fisher scoring (FISHER), Bayesian (BAYES), and empirical Bayes (EBAYES) methods...