Nonparametric self-exciting models for computer network traffic Matthew Price-WilliamsNicholas A. Heard OriginalPaper Open access 13 May 2019 Pages: 209 - 220
Semiparametric bivariate modelling with flexible extremal dependence Manuele LeonelliDani Gamerman OriginalPaper Open access 28 May 2019 Pages: 221 - 236
Inverse regression for ridge recovery: a data-driven approach for parameter reduction in computer experiments Andrew GlawsPaul G. ConstantineR. Dennis Cook OriginalPaper 31 May 2019 Pages: 237 - 253
Weighted likelihood mixture modeling and model-based clustering Luca GrecoClaudio Agostinelli OriginalPaper 10 June 2019 Pages: 255 - 277
MCEN: a method of simultaneous variable selection and clustering for high-dimensional multinomial regression Sheng RenEmily L. KangJason L. Lu OriginalPaper 24 June 2019 Pages: 291 - 304
Nudging the particle filter Ömer Deniz AkyildizJoaquín Míguez OriginalPaper Open access 13 July 2019 Pages: 305 - 330
Marginal information for structure learning Gang-Hoo KimSung-Ho Kim OriginalPaper 16 July 2019 Pages: 331 - 349
Robust Bayesian model selection for variable clustering with the Gaussian graphical model Daniel AndradeAkiko TakedaKenji Fukumizu OriginalPaper Open access 19 July 2019 Pages: 351 - 376
Modified Hamiltonian Monte Carlo for Bayesian inference Tijana RadivojevićElena Akhmatskaya OriginalPaper 22 July 2019 Pages: 377 - 404
Timing observations of diffusions Aurya JaveedGiles Hooker OriginalPaper 03 August 2019 Pages: 405 - 417
Hilbert space methods for reduced-rank Gaussian process regression Arno SolinSimo Särkkä OriginalPaper Open access 05 August 2019 Pages: 419 - 446
Nonparametric estimation of probabilistic sensitivity measures Isadora Antoniano-VillalobosEmanuele BorgonovoXuefei Lu OriginalPaper 08 August 2019 Pages: 447 - 467
Estimation of relative risk for events on a linear network Greg McSwigganAdrian BaddeleyGopalan Nair OriginalPaper 21 August 2019 Pages: 469 - 484
