Coupling random inputs for parameter estimation in complex models Michael A. SpencePaul G. Blackwell OriginalPaper 08 July 2015 Pages: 1137 - 1146
Convergence of Monte Carlo distribution estimates from rival samplers Nicholas A. HeardMelissa J. M. Turcotte OriginalPaper 08 July 2015 Pages: 1147 - 1161
Max–min optimal discriminating designs for several statistical models C. TommasiR. Martín-MartínJ. López-Fidalgo OriginalPaper 07 November 2015 Pages: 1163 - 1172
Variational Bayes model averaging for graphon functions and motif frequencies inference in W-graph models Pierre LatoucheStéphane Robin OriginalPaper 07 November 2015 Pages: 1173 - 1185
Stability of noisy Metropolis–Hastings F. J. Medina-AguayoA. LeeG. O. Roberts OriginalPaper Open access 07 November 2015 Pages: 1187 - 1211
Non-reversible Metropolis-Hastings Joris Bierkens OriginalPaper Open access 18 August 2015 Pages: 1213 - 1228
The FastHCS algorithm for robust PCA Eric SchmittKaveh Vakili OriginalPaper 08 October 2015 Pages: 1229 - 1242
Variational inference for sparse spectrum Gaussian process regression Linda S. L. TanVictor M. H. OngAjay Jasra OriginalPaper 12 September 2015 Pages: 1243 - 1261
General mixed Poisson regression models with varying dispersion Wagner Barreto-SouzaAlexandre B. Simas OriginalPaper 16 September 2015 Pages: 1263 - 1280
Hypothesis testing for Markov chain Monte Carlo Benjamin M. GyoriDaniel Paulin OriginalPaper 10 July 2015 Pages: 1281 - 1292
Augmentation schemes for particle MCMC Paul FearnheadLoukia Meligkotsidou OriginalPaper 12 October 2015 Pages: 1293 - 1306
Parametric bootstrap goodness-of-fit testing for Wehrly–Johnson bivariate circular distributions Arthur PewseyShogo Kato OriginalPaper 23 October 2015 Pages: 1307 - 1317
Efficient estimation of variance components in nonparametric mixed-effects models with large samples Nathaniel E. Helwig OriginalPaper 12 November 2015 Pages: 1319 - 1336