1. Nonparametric self-exciting models for computer network traffic

   • Matthew Price-Williams
   • Nicholas A. Heard

   OriginalPaper Open access 13 May 2019 Pages: 209 - 220

   

2. Semiparametric bivariate modelling with flexible extremal dependence

   • Manuele Leonelli
   • Dani Gamerman

   OriginalPaper Open access 28 May 2019 Pages: 221 - 236

   

3. Inverse regression for ridge recovery: a data-driven approach for parameter reduction in computer experiments

   • Andrew Glaws
   • Paul G. Constantine
   • R. Dennis Cook

   OriginalPaper 31 May 2019 Pages: 237 - 253

   

4. Weighted likelihood mixture modeling and model-based clustering

   • Luca Greco
   • Claudio Agostinelli

   OriginalPaper 10 June 2019 Pages: 255 - 277

   

5. Inference for \(L_2\)-Boosting

   • David Rügamer
   • Sonja Greven

   OriginalPaper 11 June 2019 Pages: 279 - 289

   

6. MCEN: a method of simultaneous variable selection and clustering for high-dimensional multinomial regression

   • Sheng Ren
   • Emily L. Kang
   • Jason L. Lu

   OriginalPaper 24 June 2019 Pages: 291 - 304

   

7. Nudging the particle filter

   • Ömer Deniz Akyildiz
   • Joaquín Míguez

   OriginalPaper Open access 13 July 2019 Pages: 305 - 330

   

8. Marginal information for structure learning

   • Gang-Hoo Kim
   • Sung-Ho Kim

   OriginalPaper 16 July 2019 Pages: 331 - 349

   

9. Robust Bayesian model selection for variable clustering with the Gaussian graphical model

   • Daniel Andrade
   • Akiko Takeda
   • Kenji Fukumizu

   OriginalPaper Open access 19 July 2019 Pages: 351 - 376

   

10. Modified Hamiltonian Monte Carlo for Bayesian inference

    • Tijana Radivojević
    • Elena Akhmatskaya

    OriginalPaper 22 July 2019 Pages: 377 - 404

    

11. Timing observations of diffusions

    • Aurya Javeed
    • Giles Hooker

    OriginalPaper 03 August 2019 Pages: 405 - 417

    

12. Hilbert space methods for reduced-rank Gaussian process regression

    • Arno Solin
    • Simo Särkkä

    OriginalPaper Open access 05 August 2019 Pages: 419 - 446

    

13. Nonparametric estimation of probabilistic sensitivity measures

    • Isadora Antoniano-Villalobos
    • Emanuele Borgonovo
    • Xuefei Lu

    OriginalPaper 08 August 2019 Pages: 447 - 467

    

14. Estimation of relative risk for events on a linear network

    • Greg McSwiggan
    • Adrian Baddeley
    • Gopalan Nair

    OriginalPaper 21 August 2019 Pages: 469 - 484