1. On Bayesian nonparametric modelling of two correlated distributions

   • M. Kolossiatis
   • J. E. Griffin
   • M. F. J. Steel

   OriginalPaper 28 September 2011 Pages: 1 - 15

2. Robust estimation of the correlation matrix of longitudinal data

   • Mehdi Maadooliat
   • Mohsen Pourahmadi
   • Jianhua Z. Huang

   OriginalPaper 23 September 2011 Pages: 17 - 28

3. Model-based adaptive spatial sampling for occurrence map construction

   • Nathalie Peyrard
   • Régis Sabbadin
   • Ralph Mac Nally

   OriginalPaper 22 September 2011 Pages: 29 - 42

4. Sequential parameter learning and filtering in structured autoregressive state-space models

   • Raquel Prado
   • Hedibert F. Lopes

   OriginalPaper 12 October 2011 Pages: 43 - 57

5. Have I seen you before? Principles of Bayesian predictive classification revisited

   • Jukka Corander
   • Yaqiong Cui
   • Jukka Sirén

   OriginalPaper 04 October 2011 Pages: 59 - 73

6. Nonparametric additive location-scale models for interval censored data

   • Philippe Lambert

   OriginalPaper 12 October 2011 Pages: 75 - 90

7. On the convergence of two sequential Monte Carlo methods for maximum a posteriori sequence estimation and stochastic global optimization

   • Joaquín Míguez
   • Dan Crisan
   • Petar M. Djurić

   OriginalPaper 19 October 2011 Pages: 91 - 107

8. Bayesian tests on components of the compound symmetry covariance matrix

   • Joris Mulder
   • Jean-Paul Fox

   OriginalPaper Open access 03 November 2011 Pages: 109 - 122

9. On adaptive Metropolis–Hastings methods

   • Jim E. Griffin
   • Stephen G. Walker

   OriginalPaper 19 November 2011 Pages: 123 - 134