Optimal non-negative forecast reconciliation Shanika L. WickramasuriyaBerwin A. TurlachRob J. Hyndman OriginalPaper 08 April 2020 Pages: 1167 - 1182
A Laplace-based algorithm for Bayesian adaptive design S. G. J. SenarathneC. C. DrovandiJ. M. McGree OriginalPaper 05 April 2020 Pages: 1183 - 1208
Estimating time-varying directed neural networks Haixu WangJiguo Cao OriginalPaper 04 April 2020 Pages: 1209 - 1220
Inhomogeneous higher-order summary statistics for point processes on linear networks Ottmar CronieMehdi MoradiJorge Mateu OriginalPaper 24 April 2020 Pages: 1221 - 1239
Classification of periodic arrivals in event time data for filtering computer network traffic Francesco Sanna PassinoNicholas A. Heard OriginalPaper Open access 24 April 2020 Pages: 1241 - 1254
Conditionally structured variational Gaussian approximation with importance weights Linda S. L. TanAishwarya BhaskaranDavid J. Nott OriginalPaper 28 April 2020 Pages: 1255 - 1272
The conditional censored graphical lasso estimator Luigi AugugliaroGianluca SottileVeronica Vinciotti OriginalPaper 15 May 2020 Pages: 1273 - 1289
Bayesian estimation of the latent dimension and communities in stochastic blockmodels Francesco Sanna PassinoNicholas A. Heard OriginalPaper Open access 27 May 2020 Pages: 1291 - 1307
Characterization of topic-based online communities by combining network data and user generated content Mirai IgarashiNobuhiko Terui OriginalPaper 22 May 2020 Pages: 1309 - 1324
Markov chain Monte Carlo algorithms with sequential proposals Joonha ParkYves Atchadé OriginalPaper 24 June 2020 Pages: 1325 - 1345
An information theoretic approach to post randomization methods under differential privacy Fadhel AyedMarco BattistonFederico Camerlenghi OriginalPaper Open access 01 June 2020 Pages: 1347 - 1361
Model-based clustering with determinant-and-shape constraint Luis Angel García-EscuderoAgustín Mayo-IscarMarco Riani OriginalPaper 29 May 2020 Pages: 1363 - 1380
Multilevel particle filters for the non-linear filtering problem in continuous time Ajay JasraFangyuan YuJeremy Heng OriginalPaper 15 June 2020 Pages: 1381 - 1402
The turning arcs: a computationally efficient algorithm to simulate isotropic vector-valued Gaussian random fields on the d-sphere Alfredo AlegríaXavier EmeryChristian Lantuéjoul OriginalPaper 04 June 2020 Pages: 1403 - 1418
Generalised joint regression for count data: a penalty extension for competitive settings Hendrik van der WurpAndreas GrollRosalba Radice OriginalPaper Open access 25 June 2020 Pages: 1419 - 1432
Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset Christian SoizeRoger G. GhanemChristophe Desceliers OriginalPaper 07 June 2020 Pages: 1433 - 1457
Composite likelihood methods for histogram-valued random variables T. WhitakerB. BerangerS. A. Sisson OriginalPaper 11 June 2020 Pages: 1459 - 1477
Simulating space-time random fields with nonseparable Gneiting-type covariance functions Denis AllardXavier EmeryChristian Lantuéjoul OriginalPaper 29 June 2020 Pages: 1479 - 1495
Inference on high-dimensional implicit dynamic models using a guided intermediate resampling filter Joonha ParkEdward L. Ionides OriginalPaper 26 June 2020 Pages: 1497 - 1522
Comparing clusterings and numbers of clusters by aggregation of calibrated clustering validity indexes Serhat Emre AkhanliChristian Hennig OriginalPaper 25 June 2020 Pages: 1523 - 1544
Anomaly and Novelty detection for robust semi-supervised learning Andrea CappozzoFrancesca GreselinThomas Brendan Murphy OriginalPaper 30 June 2020 Pages: 1545 - 1571
