Comparative evaluation of various frequentist and Bayesian non-homogeneous Poisson counting models Marco GrzegorczykMahdi Shafiee Kamalabad Original Paper Open access 05 October 2016 Pages: 1 - 33
Noninformative priors for the ratio of the shape parameters of two Weibull distributions Sang Gil KangWoo Dong LeeYongku Kim Original Paper 07 November 2015 Pages: 35 - 50
Bayesian inference using a noninformative prior for linear Gaussian random coefficient regression with inhomogeneous within-class variances Clemens ElsterGerd Wübbeler Original Paper 11 January 2016 Pages: 51 - 69
Objective Bayesian testing on the common mean of several normal distributions under divergence-based priors Sang Gil KangWoo Dong LeeYongku Kim Original Paper 18 October 2016 Pages: 71 - 91
A comparison of variational approximations for fast inference in mixed logit models Nicolas DepraetereMartina Vandebroek Original Paper 08 January 2016 Pages: 93 - 125
Bayesian variable selection with sparse and correlation priors for high-dimensional data analysis Aijun YangXuejun JiangJinguan Lin Original Paper 06 June 2016 Pages: 127 - 143
Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models Alberto LumbrerasJulien VelcinBertrand Jouve Original Paper 01 July 2016 Pages: 145 - 177
Bayesian inference on partially linear mixed-effects joint models for longitudinal data with multiple features Yangxin HuangTao Lu Original Paper 08 July 2016 Pages: 179 - 196
Scale space multiresolution correlation analysis for time series data Leena PasanenLasse Holmström Original Paper 14 July 2016 Pages: 197 - 218
Bayesian analysis of multiple thresholds autoregressive model Jiazhu PanQiang XiaJinshan Liu Original Paper 09 August 2016 Pages: 219 - 237
Issues in the Multiple Try Metropolis mixing L. MartinoF. Louzada Original Paper 12 February 2016 Pages: 239 - 252
Precomputing strategy for Hamiltonian Monte Carlo method based on regularity in parameter space Cheng ZhangBabak ShahbabaHongkai Zhao Original Paper 22 September 2016 Pages: 253 - 279
Integrated likelihood computation methods Zhenyu ZhaoThomas A. Severini Original Paper 01 September 2016 Pages: 281 - 313
Automatically tuned general-purpose MCMC via new adaptive diagnostics Jinyoung YangJeffrey S. Rosenthal Original Paper 22 September 2016 Pages: 315 - 348
Bayesian model averaging of possibly similar nonparametric densities Alan P. KerYong Liu Original Paper 28 November 2016 Pages: 349 - 365
Parameter estimation of inverse Lindley distribution for Type-I censored data Suparna BasuSanjay Kumar SinghUmesh Singh Original Paper 09 December 2016 Pages: 367 - 385