1. Optimal non-negative forecast reconciliation

   • Shanika L. Wickramasuriya
   • Berwin A. Turlach
   • Rob J. Hyndman

   OriginalPaper 08 April 2020 Pages: 1167 - 1182

   

2. A Laplace-based algorithm for Bayesian adaptive design

   • S. G. J. Senarathne
   • C. C. Drovandi
   • J. M. McGree

   OriginalPaper 05 April 2020 Pages: 1183 - 1208

   

3. Estimating time-varying directed neural networks

   • Haixu Wang
   • Jiguo Cao

   OriginalPaper 04 April 2020 Pages: 1209 - 1220

   

4. Inhomogeneous higher-order summary statistics for point processes on linear networks

   • Ottmar Cronie
   • Mehdi Moradi
   • Jorge Mateu

   OriginalPaper 24 April 2020 Pages: 1221 - 1239

   

5. Classification of periodic arrivals in event time data for filtering computer network traffic

   • Francesco Sanna Passino
   • Nicholas A. Heard

   OriginalPaper Open access 24 April 2020 Pages: 1241 - 1254

   

6. Conditionally structured variational Gaussian approximation with importance weights

   • Linda S. L. Tan
   • Aishwarya Bhaskaran
   • David J. Nott

   OriginalPaper 28 April 2020 Pages: 1255 - 1272

   

7. The conditional censored graphical lasso estimator

   • Luigi Augugliaro
   • Gianluca Sottile
   • Veronica Vinciotti

   OriginalPaper 15 May 2020 Pages: 1273 - 1289

   

8. Bayesian estimation of the latent dimension and communities in stochastic blockmodels

   • Francesco Sanna Passino
   • Nicholas A. Heard

   OriginalPaper Open access 27 May 2020 Pages: 1291 - 1307

   

9. Characterization of topic-based online communities by combining network data and user generated content

   • Mirai Igarashi
   • Nobuhiko Terui

   OriginalPaper 22 May 2020 Pages: 1309 - 1324

   

10. Markov chain Monte Carlo algorithms with sequential proposals

    • Joonha Park
    • Yves Atchadé

    OriginalPaper 24 June 2020 Pages: 1325 - 1345

    

11. An information theoretic approach to post randomization methods under differential privacy

    • Fadhel Ayed
    • Marco Battiston
    • Federico Camerlenghi

    OriginalPaper Open access 01 June 2020 Pages: 1347 - 1361

    

12. Model-based clustering with determinant-and-shape constraint

    • Luis Angel García-Escudero
    • Agustín Mayo-Iscar
    • Marco Riani

    OriginalPaper 29 May 2020 Pages: 1363 - 1380

    

13. Multilevel particle filters for the non-linear filtering problem in continuous time

    • Ajay Jasra
    • Fangyuan Yu
    • Jeremy Heng

    OriginalPaper 15 June 2020 Pages: 1381 - 1402

    

14. The turning arcs: a computationally efficient algorithm to simulate isotropic vector-valued Gaussian random fields on the d-sphere

    • Alfredo Alegría
    • Xavier Emery
    • Christian Lantuéjoul

    OriginalPaper 04 June 2020 Pages: 1403 - 1418

    

15. Generalised joint regression for count data: a penalty extension for competitive settings

    • Hendrik van der Wurp
    • Andreas Groll
    • Rosalba Radice

    OriginalPaper Open access 25 June 2020 Pages: 1419 - 1432

    

16. Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset

    • Christian Soize
    • Roger G. Ghanem
    • Christophe Desceliers

    OriginalPaper 07 June 2020 Pages: 1433 - 1457

    

17. Composite likelihood methods for histogram-valued random variables

    • T. Whitaker
    • B. Beranger
    • S. A. Sisson

    OriginalPaper 11 June 2020 Pages: 1459 - 1477

    

18. Simulating space-time random fields with nonseparable Gneiting-type covariance functions

    • Denis Allard
    • Xavier Emery
    • Christian Lantuéjoul

    OriginalPaper 29 June 2020 Pages: 1479 - 1495

    

19. Inference on high-dimensional implicit dynamic models using a guided intermediate resampling filter

    • Joonha Park
    • Edward L. Ionides

    OriginalPaper 26 June 2020 Pages: 1497 - 1522

    

20. Comparing clusterings and numbers of clusters by aggregation of calibrated clustering validity indexes

    • Serhat Emre Akhanli
    • Christian Hennig

    OriginalPaper 25 June 2020 Pages: 1523 - 1544

    

21. Anomaly and Novelty detection for robust semi-supervised learning

    • Andrea Cappozzo
    • Francesca Greselin
    • Thomas Brendan Murphy

    OriginalPaper 30 June 2020 Pages: 1545 - 1571