On Bayesian nonparametric modelling of two correlated distributions M. KolossiatisJ. E. GriffinM. F. J. Steel OriginalPaper 28 September 2011 Pages: 1 - 15
Robust estimation of the correlation matrix of longitudinal data Mehdi MaadooliatMohsen PourahmadiJianhua Z. Huang OriginalPaper 23 September 2011 Pages: 17 - 28
Model-based adaptive spatial sampling for occurrence map construction Nathalie PeyrardRégis SabbadinRalph Mac Nally OriginalPaper 22 September 2011 Pages: 29 - 42
Sequential parameter learning and filtering in structured autoregressive state-space models Raquel PradoHedibert F. Lopes OriginalPaper 12 October 2011 Pages: 43 - 57
Have I seen you before? Principles of Bayesian predictive classification revisited Jukka CoranderYaqiong CuiJukka Sirén OriginalPaper 04 October 2011 Pages: 59 - 73
Nonparametric additive location-scale models for interval censored data Philippe Lambert OriginalPaper 12 October 2011 Pages: 75 - 90
On the convergence of two sequential Monte Carlo methods for maximum a posteriori sequence estimation and stochastic global optimization Joaquín MíguezDan CrisanPetar M. Djurić OriginalPaper 19 October 2011 Pages: 91 - 107
Bayesian tests on components of the compound symmetry covariance matrix Joris MulderJean-Paul Fox OriginalPaper Open access 03 November 2011 Pages: 109 - 122
On adaptive Metropolis–Hastings methods Jim E. GriffinStephen G. Walker OriginalPaper 19 November 2011 Pages: 123 - 134