1. Coupling random inputs for parameter estimation in complex models

   • Michael A. Spence
   • Paul G. Blackwell

   OriginalPaper 08 July 2015 Pages: 1137 - 1146

   

2. Convergence of Monte Carlo distribution estimates from rival samplers

   • Nicholas A. Heard
   • Melissa J. M. Turcotte

   OriginalPaper 08 July 2015 Pages: 1147 - 1161

   

3. Max–min optimal discriminating designs for several statistical models

   • C. Tommasi
   • R. Martín-Martín
   • J. López-Fidalgo

   OriginalPaper 07 November 2015 Pages: 1163 - 1172

   

4. Variational Bayes model averaging for graphon functions and motif frequencies inference in W-graph models

   • Pierre Latouche
   • Stéphane Robin

   OriginalPaper 07 November 2015 Pages: 1173 - 1185

   

5. Stability of noisy Metropolis–Hastings

   • F. J. Medina-Aguayo
   • A. Lee
   • G. O. Roberts

   OriginalPaper Open access 07 November 2015 Pages: 1187 - 1211

   

6. Non-reversible Metropolis-Hastings

   • Joris Bierkens

   OriginalPaper Open access 18 August 2015 Pages: 1213 - 1228

   

7. The FastHCS algorithm for robust PCA

   • Eric Schmitt
   • Kaveh Vakili

   OriginalPaper 08 October 2015 Pages: 1229 - 1242

   

8. Variational inference for sparse spectrum Gaussian process regression

   • Linda S. L. Tan
   • Victor M. H. Ong
   • Ajay Jasra

   OriginalPaper 12 September 2015 Pages: 1243 - 1261

   

9. General mixed Poisson regression models with varying dispersion

   • Wagner Barreto-Souza
   • Alexandre B. Simas

   OriginalPaper 16 September 2015 Pages: 1263 - 1280

   

10. Hypothesis testing for Markov chain Monte Carlo

    • Benjamin M. Gyori
    • Daniel Paulin

    OriginalPaper 10 July 2015 Pages: 1281 - 1292

    

11. Augmentation schemes for particle MCMC

    • Paul Fearnhead
    • Loukia Meligkotsidou

    OriginalPaper 12 October 2015 Pages: 1293 - 1306

    

12. Parametric bootstrap goodness-of-fit testing for Wehrly–Johnson bivariate circular distributions

    • Arthur Pewsey
    • Shogo Kato

    OriginalPaper 23 October 2015 Pages: 1307 - 1317

    

13. Efficient estimation of variance components in nonparametric mixed-effects models with large samples

    • Nathaniel E. Helwig

    OriginalPaper 12 November 2015 Pages: 1319 - 1336