Langevin diffusions on the torus: estimation and applications Eduardo García-PortuguésMichael SørensenThomas Hamelryck OriginalPaper 21 November 2017 Pages: 1 - 22
Double-Parallel Monte Carlo for Bayesian analysis of big data Jingnan XueFaming Liang OriginalPaper 27 November 2017 Pages: 23 - 32
Best linear estimation via minimization of relative mean squared error Lin SuHoward D. Bondell OriginalPaper 30 November 2017 Pages: 33 - 42
Deep Gaussian mixture models Cinzia ViroliGeoffrey J. McLachlan OriginalPaper 01 December 2017 Pages: 43 - 51
Asymptotic normality of extensible grid sampling Zhijian HeLingjiong Zhu OriginalPaper 29 November 2017 Pages: 53 - 65
Bayesian nonparametric spectral density estimation using B-spline priors Matthew C. EdwardsRenate MeyerNelson Christensen OriginalPaper 12 January 2018 Pages: 67 - 78
Fitting monotone polynomials in mixed effects models Joshua J. BonKevin MurrayBerwin A. Turlach OriginalPaper 22 December 2017 Pages: 79 - 98
A probabilistic model for the numerical solution of initial value problems Michael SchoberSimo SärkkäPhilipp Hennig OriginalPaper Open access 08 January 2018 Pages: 99 - 122
Generalized additive models with flexible response functions Elmar SpiegelThomas KneibFabian Otto-Sobotka OriginalPaper 20 December 2017 Pages: 123 - 138
Robust clustering tools based on optimal transportation E. del BarrioJ. A. Cuesta-AlbertosA. Mayo-Íscar OriginalPaper 12 January 2018 Pages: 139 - 160
Penalized estimation of directed acyclic graphs from discrete data Jiaying GuFei FuQing Zhou OriginalPaper 02 February 2018 Pages: 161 - 176
Irreversible samplers from jump and continuous Markov processes Yi-An MaEmily B. FoxLei Wu OriginalPaper 02 February 2018 Pages: 177 - 202