1. Tracking multiple moving objects in images using Markov Chain Monte Carlo

   • Lan Jiang
   • Sumeetpal S. Singh

   OriginalPaper 28 March 2017 Pages: 495 - 510

   

2. Fast covariance estimation for sparse functional data

   • Luo Xiao
   • Cai Li
   • Ciprian Crainiceanu

   OriginalPaper Open access 11 April 2017 Pages: 511 - 522

   

3. Erratum to: Fast covariance estimation for sparse functional data

   • Luo Xiao
   • Cai Li
   • Ciprian Crainiceanu

   Erratum Open access 23 August 2017 Pages: 523 - 523

4. A comparison of dependence function estimators in multivariate extremes

   • Sabrina Vettori
   • Raphaël Huser
   • Marc G. Genton

   OriginalPaper 11 May 2017 Pages: 525 - 538

   

5. A note on using the F-measure for evaluating record linkage algorithms

   • David Hand
   • Peter Christen

   OriginalPaper 19 April 2017 Pages: 539 - 547

   

6. Langevin incremental mixture importance sampling

   • Matteo Fasiolo
   • Flávio Eler de Melo
   • Simon Maskell

   OriginalPaper 19 April 2017 Pages: 549 - 561

   

7. Nonparametric estimation for compound Poisson process via variational analysis on measures

   • Alexey Lindo
   • Sergei Zuyev
   • Serik Sagitov

   OriginalPaper Open access 19 April 2017 Pages: 563 - 577

   

8. Objective Bayesian transformation and variable selection using default Bayes factors

   • E. Charitidou
   • D. Fouskakis
   • I. Ntzoufras

   OriginalPaper 22 April 2017 Pages: 579 - 594

   

9. Efficient Bayesian inference for COM-Poisson regression models

   • Charalampos Chanialidis
   • Ludger Evers
   • Agostino Nobile

   OriginalPaper Open access 24 April 2017 Pages: 595 - 608

   

10. Density estimation with distribution element trees

    • Daniel W. Meyer

    OriginalPaper 16 May 2017 Pages: 609 - 632

    

11. Without-replacement sampling for particle methods on finite state spaces

    • Rohan Shah
    • Dirk P. Kroese

    OriginalPaper 19 May 2017 Pages: 633 - 652

    

12. Regularized Gaussian belief propagation

    • Francois Kamper
    • Johan A. du Preez
    • Stephan Wagner

    OriginalPaper 12 May 2017 Pages: 653 - 672

    

13. Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates

    • Janek Thomas
    • Andreas Mayr
    • Benjamin Hofner

    OriginalPaper 11 May 2017 Pages: 673 - 687

    

14. An elliptically symmetric angular Gaussian distribution

    • P. J. Paine
    • S. P. Preston
    • Andrew T. A. Wood

    OriginalPaper Open access 22 May 2017 Pages: 689 - 697

    

15. Latent single-index models for ordinal data

    • Zhi-Yong Chen
    • Hai-Bin Wang

    OriginalPaper 29 May 2017 Pages: 699 - 711

    

16. Supervised functional principal component analysis

    • Yunlong Nie
    • Liangliang Wang
    • Jiguo Cao

    OriginalPaper 03 June 2017 Pages: 713 - 723