1. Mini-batch learning of exponential family finite mixture models

   • Hien D. Nguyen
   • Florence Forbes
   • Geoffrey J. McLachlan

   OriginalPaper 10 January 2020 Pages: 731 - 748

   

2. A new mixture model on the simplex

   • Andrea Ongaro
   • Sonia Migliorati
   • Roberto Ascari

   OriginalPaper 10 January 2020 Pages: 749 - 770

   

3. Functional single-index quantile regression models

   • Peijun Sang
   • Jiguo Cao

   OriginalPaper 13 January 2020 Pages: 771 - 781

   

4. A flexible particle Markov chain Monte Carlo method

   • Eduardo F. Mendes
   • Christopher K. Carter
   • Robert Kohn

   OriginalPaper 14 January 2020 Pages: 783 - 798

   

5. Properties of the bridge sampler with a focus on splitting the MCMC sample

   • Jackie S. T. Wong
   • Jonathan J. Forster
   • Peter W. F. Smith

   OriginalPaper 18 January 2020 Pages: 799 - 816

   

6. Detecting anomalies in fibre systems using 3-dimensional image data

   • Denis Dresvyanskiy
   • Tatiana Karaseva
   • Evgeny Spodarev

   OriginalPaper Open access 28 January 2020 Pages: 817 - 837

   

7. Efficient Bayesian shape-restricted function estimation with constrained Gaussian process priors

   • Pallavi Ray
   • Debdeep Pati
   • Anirban Bhattacharya

   OriginalPaper 30 January 2020 Pages: 839 - 853

   

8. Noncrossing structured additive multiple-output Bayesian quantile regression models

   • Bruno Santos
   • Thomas Kneib

   OriginalPaper 03 February 2020 Pages: 855 - 869

   

9. Incomplete-data Fisher scoring method with steplength adjustment

   • Keiji Takai

   OriginalPaper Open access 05 February 2020 Pages: 871 - 886

   

10. Monte Carlo co-ordinate ascent variational inference

    • Lifeng Ye
    • Alexandros Beskos
    • Jie Hao

    OriginalPaper Open access 14 February 2020 Pages: 887 - 905

    

11. Random time step probabilistic methods for uncertainty quantification in chaotic and geometric numerical integration

    • Assyr Abdulle
    • Giacomo Garegnani

    OriginalPaper 14 February 2020 Pages: 907 - 932

    

12. Variational discriminant analysis with variable selection

    • Weichang Yu
    • John T. Ormerod
    • Michael Stewart

    OriginalPaper 19 February 2020 Pages: 933 - 951

    

13. Metrics and barycenters for point pattern data

    • Raoul Müller
    • Dominic Schuhmacher
    • Jorge Mateu

    OriginalPaper Open access 24 February 2020 Pages: 953 - 972

    

14. Variance reduction for Markov chains with application to MCMC

    • D. Belomestny
    • L. Iosipoi
    • S. Samsonov

    OriginalPaper 28 February 2020 Pages: 973 - 997

    

15. Joint models with multiple longitudinal outcomes and a time-to-event outcome: a corrected two-stage approach

    • Katya Mauff
    • Ewout Steyerberg
    • Dimitris Rizopoulos

    OriginalPaper Open access 04 March 2020 Pages: 999 - 1014

    

16. Bayesian nonparametric priors for hidden Markov random fields

    • Hongliang Lü
    • Julyan Arbel
    • Florence Forbes

    OriginalPaper 04 March 2020 Pages: 1015 - 1035

    

17. Accelerating Metropolis-within-Gibbs sampler with localized computations of differential equations

    • Qiang Liu
    • Xin T. Tong

    OriginalPaper 06 March 2020 Pages: 1037 - 1056

    

18. Likelihood-free approximate Gibbs sampling

    • G. S. Rodrigues
    • David J. Nott
    • S. A. Sisson

    OriginalPaper 11 March 2020 Pages: 1057 - 1073

    

19. Adaptive iterative Hessian sketch via A-optimal subsampling

    • Aijun Zhang
    • Hengtao Zhang
    • Guosheng Yin

    OriginalPaper 11 March 2020 Pages: 1075 - 1090

    

20. Optimal classification of Gaussian processes in homo- and heteroscedastic settings

    • José L. Torrecilla
    • Carlos Ramos-Carreño
    • Alberto Suárez

    OriginalPaper 12 March 2020 Pages: 1091 - 1111

    

21. Matrix completion with nonconvex regularization: spectral operators and scalable algorithms

    • Rahul Mazumder
    • Diego Saldana
    • Haolei Weng

    OriginalPaper 14 March 2020 Pages: 1113 - 1138

    

22. High-dimensional VAR with low-rank transition

    • Pierre Alquier
    • Karine Bertin
    • Rémy Garnier

    OriginalPaper 16 March 2020 Pages: 1139 - 1153

    

23. High-dimensional changepoint detection via a geometrically inspired mapping

    • Thomas Grundy
    • Rebecca Killick
    • Gueorgui Mihaylov

    OriginalPaper Open access 28 March 2020 Pages: 1155 - 1166