A moment-matching Ferguson & Klass algorithm Julyan ArbelIgor Prünster OriginalPaper 29 June 2016 Pages: 3 - 17
Fast approximate Bayesian computation for estimating parameters in differential equations Sanmitra GhoshSrinandan DasmahapatraKoushik Maharatna OriginalPaper 26 March 2016 Pages: 19 - 38
Computationally tractable approximate and smoothed Polya trees William Cipolli IIITimothy Hanson OriginalPaper 26 April 2016 Pages: 39 - 51
Erratum to: Computationally tractable approximate and smoothed Polya trees William Cipolli IIITimothy Hanson Erratum 18 October 2016 Pages: 53 - 53
Copula directed acyclic graphs Eugen PircalabeluGerda ClaeskensIrène Gijbels OriginalPaper 12 August 2015 Pages: 55 - 78
Random projections for Bayesian regression Leo N. GeppertKatja IckstadtChristian Sohler OriginalPaper Open access 19 November 2015 Pages: 79 - 101
Multiple-population shrinkage estimation via sliced inverse regression Tao WangXuerong Meggie WenLixing Zhu OriginalPaper 20 November 2015 Pages: 103 - 114
Learning discrete decomposable graphical models via constraint optimization Tomi JanhunenMartin GebserJukka Corander OriginalPaper 11 November 2015 Pages: 115 - 130
Sequential Monte Carlo methods for mixtures with normalized random measures with independent increments priors J. E. Griffin OriginalPaper 11 November 2015 Pages: 131 - 145
Self-healing umbrella sampling: convergence and efficiency Gersende FortBenjamin JourdainGabriel Stoltz OriginalPaper 26 November 2015 Pages: 147 - 168
Beyond support in two-stage variable selection Jean-Michel BécuYves GrandvaletCyril Dalmasso OriginalPaper 20 November 2015 Pages: 169 - 179
Reduced-rank multi-label classification Ting YuanJunhui Wang OriginalPaper 21 November 2015 Pages: 181 - 191
New improved estimators for overdispersion in models with clustered multinomial data and unequal cluster sizes J. M. Alonso-RevengaN. MartínL. Pardo OriginalPaper 23 November 2015 Pages: 193 - 217
Point process-based Monte Carlo estimation Clément Walter OriginalPaper 26 November 2015 Pages: 219 - 236
Stochastic variational inference for large-scale discrete choice models using adaptive batch sizes Linda S. L. Tan OriginalPaper 12 December 2015 Pages: 237 - 257
Markov-switching generalized additive models Roland LangrockThomas KneibThéo Michelot OriginalPaper Open access 28 December 2015 Pages: 259 - 270
Smooth expectiles for panel data using penalized splines Linda Schulze WaltrupGöran Kauermann OriginalPaper 23 December 2015 Pages: 271 - 282
Semi-parametric bivariate polychotomous ordinal regression Francesco DonatGiampiero Marra OriginalPaper 26 December 2015 Pages: 283 - 299