1. The use of a single pseudo-sample in approximate Bayesian computation

   • Luke Bornn
   • Natesh S. Pillai
   • Dawn Woodard

   OriginalPaper 14 March 2016 Pages: 583 - 590

   

2. Mixture models: building a parameter space

   • Vahed Maroufy
   • Paul Marriott

   OriginalPaper 26 February 2016 Pages: 591 - 597

   

3. Layered adaptive importance sampling

   • L. Martino
   • V. Elvira
   • J. Corander

   OriginalPaper 14 March 2016 Pages: 599 - 623

   

4. Optimal \(L_2\)-norm empirical importance weights for the change of probability measure

   • Sergio Amaral
   • Douglas Allaire
   • Karen Willcox

   OriginalPaper 14 March 2016 Pages: 625 - 643

   

5. Spatial variability clustering for spatially dependent functional data

   • Elvira Romano
   • Antonio Balzanella
   • Rosanna Verde

   OriginalPaper 26 March 2016 Pages: 645 - 658

   

6. Correlation and variable importance in random forests

   • Baptiste Gregorutti
   • Bertrand Michel
   • Philippe Saint-Pierre

   OriginalPaper 23 March 2016 Pages: 659 - 678

   

7. Laplace based approximate posterior inference for differential equation models

   • Sarat C. Dass
   • Jaeyong Lee
   • Jonghun Park

   OriginalPaper 24 March 2016 Pages: 679 - 698

   

8. The expected bit complexity of the von Neumann rejection algorithm

   • Luc Devroye
   • Claude Gravel

   OriginalPaper 26 March 2016 Pages: 699 - 710

   

9. Comparison of Bayesian predictive methods for model selection

   • Juho Piironen
   • Aki Vehtari

   OriginalPaper Open access 07 April 2016 Pages: 711 - 735

   

10. Prior specification of neighbourhood and interaction structure in binary Markov random fields

    • Petter Arnesen
    • Håkon Tjelmeland

    OriginalPaper 06 April 2016 Pages: 737 - 756

    

11. A new universal resample-stable bootstrap-based stopping criterion for PLS component construction

    • Jérémy Magnanensi
    • Frédéric Bertrand
    • Nicolas Meyer

    OriginalPaper Open access 22 September 2016 Pages: 757 - 774

    

12. Perturbed robust linear estimating equations for confidentiality protection in remote analysis

    • Christine M. O’Keefe
    • Tim Ayre
    • Soonmin Kwon

    OriginalPaper 03 May 2016 Pages: 775 - 787

    

13. Structured regularization for conditional Gaussian graphical models

    • Julien Chiquet
    • Tristan Mary-Huard
    • Stéphane Robin

    OriginalPaper 04 May 2016 Pages: 789 - 804

    

14. Multiplier bootstrap methods for conditional distributions

    • Félix Camirand Lemyre
    • Jean-François Quessy

    OriginalPaper 04 May 2016 Pages: 805 - 821

    

15. QuickMMCTest: quick multiple Monte Carlo testing

    • Axel Gandy
    • Georg Hahn

    OriginalPaper 04 May 2016 Pages: 823 - 832

    

16. Investigation of the widely applicable Bayesian information criterion

    • N. Friel
    • J. P. McKeone
    • A. N. Pettitt

    OriginalPaper 19 May 2016 Pages: 833 - 844

    

17. Exact optimal experimental designs with constraints

    • Mercedes Esteban-Bravo
    • Agata Leszkiewicz
    • Jose M. Vidal-Sanz

    OriginalPaper 23 May 2016 Pages: 845 - 863