1. Importance sampling for partially observed temporal epidemic models

   • Andrew J. Black

   OriginalPaper 06 August 2018 Pages: 617 - 630

   

2. Quantifying uncertainty in transdimensional Markov chain Monte Carlo using discrete Markov models

   • Daniel W. Heck
   • Antony M. Overstall
   • Eric-Jan Wagenmakers

   OriginalPaper Open access 09 August 2018 Pages: 631 - 643

   

3. On an algorithm for solving Fredholm integrals of the first kind

   • Minwoo Chae
   • Ryan Martin
   • Stephen G. Walker

   OriginalPaper 30 August 2018 Pages: 645 - 654

   

4. Clustering time series by linear dependency

   • Andrés M. Alonso
   • Daniel Peña

   OriginalPaper 05 September 2018 Pages: 655 - 676

   

5. The dynamic stochastic topic block model for dynamic networks with textual edges

   • Marco Corneli
   • Charles Bouveyron
   • Fabrice Rossi

   OriginalPaper 15 September 2018 Pages: 677 - 695

   

6. Efficient construction of Bayes optimal designs for stochastic process models

   • C. S. Gillespie
   • R. J. Boys

   OriginalPaper 19 September 2018 Pages: 697 - 706

   

7. Outlyingness: Which variables contribute most?

   • Michiel Debruyne
   • Sebastiaan Höppner
   • Tim Verdonck

   OriginalPaper 20 September 2018 Pages: 707 - 723

   

8. T-optimal designs for multi-factor polynomial regression models via a semidefinite relaxation method

   • Yuguang Yue
   • Lieven Vandenberghe
   • Weng Kee Wong

   OriginalPaper 22 September 2018 Pages: 725 - 738

   

9. Decision-making under uncertainty: using MLMC for efficient estimation of EVPPI

   • Michael B. Giles
   • Takashi Goda

   OriginalPaper 26 September 2018 Pages: 739 - 751

   

10. Laplace approximation and natural gradient for Gaussian process regression with heteroscedastic student-t model

    • Marcelo Hartmann
    • Jarno Vanhatalo

    OriginalPaper Open access 17 October 2018 Pages: 753 - 773

    

11. Multilevel particle filters for Lévy-driven stochastic differential equations

    • Ajay Jasra
    • Kody J. H. Law
    • Prince Peprah Osei

    OriginalPaper Open access 20 October 2018 Pages: 775 - 789

    

12. Model-based clustering with sparse covariance matrices

    • Michael Fop
    • Thomas Brendan Murphy
    • Luca Scrucca

    OriginalPaper 01 November 2018 Pages: 791 - 819

    

13. An approximate fractional Gaussian noise model with \(\mathcal {O}(n)\) computational cost

    • Sigrunn H. Sørbye
    • Eirik Myrvoll-Nilsen
    • Håvard Rue

    OriginalPaper 16 November 2018 Pages: 821 - 833

    

14. Improving the efficiency and robustness of nested sampling using posterior repartitioning

    • Xi Chen
    • Michael Hobson
    • Paul Gelderblom

    OriginalPaper Open access 19 November 2018 Pages: 835 - 850

    

15. Correction to: Multilevel particle filters for Lévy-driven stochastic differential equations

    • Ajay Jasra
    • Kody J. H. Law
    • Prince Peprah Osei

    Correction Open access 30 November 2018 Pages: 851 - 851