The use of a single pseudo-sample in approximate Bayesian computation Luke BornnNatesh S. PillaiDawn Woodard OriginalPaper 14 March 2016 Pages: 583 - 590
Mixture models: building a parameter space Vahed MaroufyPaul Marriott OriginalPaper 26 February 2016 Pages: 591 - 597
Layered adaptive importance sampling L. MartinoV. ElviraJ. Corander OriginalPaper 14 March 2016 Pages: 599 - 623
Optimal \(L_2\)-norm empirical importance weights for the change of probability measure Sergio AmaralDouglas AllaireKaren Willcox OriginalPaper 14 March 2016 Pages: 625 - 643
Spatial variability clustering for spatially dependent functional data Elvira RomanoAntonio BalzanellaRosanna Verde OriginalPaper 26 March 2016 Pages: 645 - 658
Correlation and variable importance in random forests Baptiste GregoruttiBertrand MichelPhilippe Saint-Pierre OriginalPaper 23 March 2016 Pages: 659 - 678
Laplace based approximate posterior inference for differential equation models Sarat C. DassJaeyong LeeJonghun Park OriginalPaper 24 March 2016 Pages: 679 - 698
The expected bit complexity of the von Neumann rejection algorithm Luc DevroyeClaude Gravel OriginalPaper 26 March 2016 Pages: 699 - 710
Comparison of Bayesian predictive methods for model selection Juho PiironenAki Vehtari OriginalPaper Open access 07 April 2016 Pages: 711 - 735
Prior specification of neighbourhood and interaction structure in binary Markov random fields Petter ArnesenHåkon Tjelmeland OriginalPaper 06 April 2016 Pages: 737 - 756
A new universal resample-stable bootstrap-based stopping criterion for PLS component construction Jérémy MagnanensiFrédéric BertrandNicolas Meyer OriginalPaper Open access 22 September 2016 Pages: 757 - 774
Perturbed robust linear estimating equations for confidentiality protection in remote analysis Christine M. O’KeefeTim AyreSoonmin Kwon OriginalPaper 03 May 2016 Pages: 775 - 787
Structured regularization for conditional Gaussian graphical models Julien ChiquetTristan Mary-HuardStéphane Robin OriginalPaper 04 May 2016 Pages: 789 - 804
Multiplier bootstrap methods for conditional distributions Félix Camirand LemyreJean-François Quessy OriginalPaper 04 May 2016 Pages: 805 - 821
QuickMMCTest: quick multiple Monte Carlo testing Axel GandyGeorg Hahn OriginalPaper 04 May 2016 Pages: 823 - 832
Investigation of the widely applicable Bayesian information criterion N. FrielJ. P. McKeoneA. N. Pettitt OriginalPaper 19 May 2016 Pages: 833 - 844
Exact optimal experimental designs with constraints Mercedes Esteban-BravoAgata LeszkiewiczJose M. Vidal-Sanz OriginalPaper 23 May 2016 Pages: 845 - 863