1. Comparative evaluation of various frequentist and Bayesian non-homogeneous Poisson counting models

   • Marco Grzegorczyk
   • Mahdi Shafiee Kamalabad

   Original Paper Open access 05 October 2016 Pages: 1 - 33

   

2. Noninformative priors for the ratio of the shape parameters of two Weibull distributions

   • Sang Gil Kang
   • Woo Dong Lee
   • Yongku Kim

   Original Paper 07 November 2015 Pages: 35 - 50

3. Bayesian inference using a noninformative prior for linear Gaussian random coefficient regression with inhomogeneous within-class variances

   • Clemens Elster
   • Gerd Wübbeler

   Original Paper 11 January 2016 Pages: 51 - 69

   

4. Objective Bayesian testing on the common mean of several normal distributions under divergence-based priors

   • Sang Gil Kang
   • Woo Dong Lee
   • Yongku Kim

   Original Paper 18 October 2016 Pages: 71 - 91

5. A comparison of variational approximations for fast inference in mixed logit models

   • Nicolas Depraetere
   • Martina Vandebroek

   Original Paper 08 January 2016 Pages: 93 - 125

   

6. Bayesian variable selection with sparse and correlation priors for high-dimensional data analysis

   • Aijun Yang
   • Xuejun Jiang
   • Jinguan Lin

   Original Paper 06 June 2016 Pages: 127 - 143

7. Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models

   • Alberto Lumbreras
   • Julien Velcin
   • Bertrand Jouve

   Original Paper 01 July 2016 Pages: 145 - 177

   

8. Bayesian inference on partially linear mixed-effects joint models for longitudinal data with multiple features

   • Yangxin Huang
   • Tao Lu

   Original Paper 08 July 2016 Pages: 179 - 196

   

9. Scale space multiresolution correlation analysis for time series data

   • Leena Pasanen
   • Lasse Holmström

   Original Paper 14 July 2016 Pages: 197 - 218

   

10. Bayesian analysis of multiple thresholds autoregressive model

    • Jiazhu Pan
    • Qiang Xia
    • Jinshan Liu

    Original Paper 09 August 2016 Pages: 219 - 237

    

11. Issues in the Multiple Try Metropolis mixing

    • L. Martino
    • F. Louzada

    Original Paper 12 February 2016 Pages: 239 - 252

    

12. Precomputing strategy for Hamiltonian Monte Carlo method based on regularity in parameter space

    • Cheng Zhang
    • Babak Shahbaba
    • Hongkai Zhao

    Original Paper 22 September 2016 Pages: 253 - 279

    

13. Integrated likelihood computation methods

    • Zhenyu Zhao
    • Thomas A. Severini

    Original Paper 01 September 2016 Pages: 281 - 313

    

14. Automatically tuned general-purpose MCMC via new adaptive diagnostics

    • Jinyoung Yang
    • Jeffrey S. Rosenthal

    Original Paper 22 September 2016 Pages: 315 - 348

    

15. Bayesian model averaging of possibly similar nonparametric densities

    • Alan P. Ker
    • Yong Liu

    Original Paper 28 November 2016 Pages: 349 - 365

    

16. Parameter estimation of inverse Lindley distribution for Type-I censored data

    • Suparna Basu
    • Sanjay Kumar Singh
    • Umesh Singh

    Original Paper 09 December 2016 Pages: 367 - 385