Bayesian nonparametric clustering for large data sets Daiane Aparecida ZuanettiPeter MüllerYuan Ji OriginalPaper 12 February 2018 Pages: 203 - 215
Tree-structured modelling of varying coefficients Moritz BergerGerhard TutzMatthias Schmid OriginalPaper 07 February 2018 Pages: 217 - 229
Stochastic proximal-gradient algorithms for penalized mixed models Gersende FortEdouard OllierAdeline Samson OriginalPaper 12 February 2018 Pages: 231 - 253
Interpretable sparse SIR for functional data Victor PichenyRémi ServienNathalie Villa-Vialaneix OriginalPaper 02 March 2018 Pages: 255 - 267
Selection of sparse vine copulas in high dimensions with the Lasso Dominik MüllerClaudia Czado OriginalPaper 24 March 2018 Pages: 269 - 287
Orthant probabilities of elliptical distributions from orthogonal projections to subspaces Noboru Nomura OriginalPaper 20 March 2018 Pages: 289 - 300
GPU-accelerated Gibbs sampling: a case study of the Horseshoe Probit model Alexander TereninShawfeng DongDavid Draper OriginalPaper Open access 19 March 2018 Pages: 301 - 310
Learning causal structure from mixed data with missing values using Gaussian copula models Ruifei CuiPerry GrootTom Heskes OriginalPaper Open access 17 March 2018 Pages: 311 - 333
Rank aggregation using latent-scale distance-based models Philip L. H. YuHang Xu OriginalPaper 07 April 2018 Pages: 335 - 349
Sampling of pairs in pairwise likelihood estimation for latent variable models with categorical observed variables Ioulia PapageorgiouIrini Moustaki OriginalPaper 21 April 2018 Pages: 351 - 365
Prior specification for binary Markov mesh models Xin LuoHåkon Tjelmeland OriginalPaper 02 May 2018 Pages: 367 - 389
Minimum spectral connectivity projection pursuit David P. HofmeyrNicos G. PavlidisIdris A. Eckley OriginalPaper 04 May 2018 Pages: 391 - 414
