Importance sampling for partially observed temporal epidemic models Andrew J. Black OriginalPaper 06 August 2018 Pages: 617 - 630
Quantifying uncertainty in transdimensional Markov chain Monte Carlo using discrete Markov models Daniel W. HeckAntony M. OverstallEric-Jan Wagenmakers OriginalPaper Open access 09 August 2018 Pages: 631 - 643
On an algorithm for solving Fredholm integrals of the first kind Minwoo ChaeRyan MartinStephen G. Walker OriginalPaper 30 August 2018 Pages: 645 - 654
Clustering time series by linear dependency Andrés M. AlonsoDaniel Peña OriginalPaper 05 September 2018 Pages: 655 - 676
The dynamic stochastic topic block model for dynamic networks with textual edges Marco CorneliCharles BouveyronFabrice Rossi OriginalPaper 15 September 2018 Pages: 677 - 695
Efficient construction of Bayes optimal designs for stochastic process models C. S. GillespieR. J. Boys OriginalPaper 19 September 2018 Pages: 697 - 706
Outlyingness: Which variables contribute most? Michiel DebruyneSebastiaan HöppnerTim Verdonck OriginalPaper 20 September 2018 Pages: 707 - 723
T-optimal designs for multi-factor polynomial regression models via a semidefinite relaxation method Yuguang YueLieven VandenbergheWeng Kee Wong OriginalPaper 22 September 2018 Pages: 725 - 738
Decision-making under uncertainty: using MLMC for efficient estimation of EVPPI Michael B. GilesTakashi Goda OriginalPaper 26 September 2018 Pages: 739 - 751
Laplace approximation and natural gradient for Gaussian process regression with heteroscedastic student-t model Marcelo HartmannJarno Vanhatalo OriginalPaper Open access 17 October 2018 Pages: 753 - 773
Multilevel particle filters for Lévy-driven stochastic differential equations Ajay JasraKody J. H. LawPrince Peprah Osei OriginalPaper Open access 20 October 2018 Pages: 775 - 789
Model-based clustering with sparse covariance matrices Michael FopThomas Brendan MurphyLuca Scrucca OriginalPaper 01 November 2018 Pages: 791 - 819
An approximate fractional Gaussian noise model with \(\mathcal {O}(n)\) computational cost Sigrunn H. SørbyeEirik Myrvoll-NilsenHåvard Rue OriginalPaper 16 November 2018 Pages: 821 - 833
Improving the efficiency and robustness of nested sampling using posterior repartitioning Xi ChenMichael HobsonPaul Gelderblom OriginalPaper Open access 19 November 2018 Pages: 835 - 850
Correction to: Multilevel particle filters for Lévy-driven stochastic differential equations Ajay JasraKody J. H. LawPrince Peprah Osei Correction Open access 30 November 2018 Pages: 851 - 851
