1.1k citations · 1.2k across the 10 of their papers we have counts for
4 papers · 1 filter
Improving performances of MCMC for Nearest Neighbor Gaussian Process models with full data augmentation
Sébastien Coube-Sisqueille, Benoît Liquet
Even though Nearest Neighbor Gaussian Processes (NNGP) alleviate considerably MCMC implementation of Bayesian space-time models, they do not solve the convergence problems caused b…
CEoptim: Cross-Entropy R Package for Optimization
Tim Benham, Qibin Duan, Dirk P. Kroese +1
The cross-entropy (CE) method is simple and versatile technique for optimization, based on Kullback-Leibler (or cross-entropy) minimization. The method can be applied to a wide ran…
Estimation of extended mixed models using latent classes and latent processes: the R package lcmm
Cécile Proust-Lima, Viviane Philipps, Benoit Liquet
The R package lcmm provides a series of functions to estimate statistical models based on linear mixed model theory. It includes the estimation of mixed models and latent class mix…
ClustOfVar: An R Package for the Clustering of Variables
M. Chavent, V. Kuentz, B. Liquet +1
Clustering of variables is as a way to arrange variables into homogeneous clusters, i.e., groups of variables which are strongly related to each other and thus bring the same infor…