1. Robust adaptive Metropolis algorithm with coerced acceptance rate

   • Matti Vihola

   OriginalPaper 04 August 2011 Pages: 997 - 1008

2. An adaptive sequential Monte Carlo method for approximate Bayesian computation

   • Pierre Del Moral
   • Arnaud Doucet
   • Ajay Jasra

   OriginalPaper 03 August 2011 Pages: 1009 - 1020

3. Model-based clustering, classification, and discriminant analysis via mixtures of multivariate t-distributions

   • Jeffrey L. Andrews
   • Paul D. McNicholas

   OriginalPaper 11 August 2011 Pages: 1021 - 1029

4. Improved cross-entropy method for estimation

   • Joshua C. C. Chan
   • Dirk P. Kroese

   OriginalPaper 22 September 2011 Pages: 1031 - 1040

5. An adaptive approach to Langevin MCMC

   • Tristan Marshall
   • Gareth Roberts

   OriginalPaper 22 September 2011 Pages: 1041 - 1057

6. Estimating curves and derivatives with parametric penalized spline smoothing

   • Jiguo Cao
   • Jing Cai
   • Liangliang Wang

   OriginalPaper 23 September 2011 Pages: 1059 - 1067

7. The predictive Lasso

   • Minh-Ngoc Tran
   • David J. Nott
   • Chenlei Leng

   OriginalPaper 21 September 2011 Pages: 1069 - 1084

8. Semiparametric transformation models with Bayesian P-splines

   • Xin-Yuan Song
   • Zhao-Hua Lu

   OriginalPaper 20 September 2011 Pages: 1085 - 1098

9. Algorithmic parameterization of mixed treatment comparisons

   • Gert van Valkenhoef
   • Tommi Tervonen
   • Hans Hillege

   OriginalPaper Open access 20 September 2011 Pages: 1099 - 1111

10. An empirical Bayes procedure for the selection of Gaussian graphical models

    • Sophie Donnet
    • Jean-Michel Marin

    OriginalPaper 15 September 2011 Pages: 1113 - 1123

11. An improved Hara-Takamura procedure by sharing computations on junction tree in Gaussian graphical models

    • Ping-Feng Xu
    • Jianhua Guo
    • Man-Lai Tang

    OriginalPaper 15 September 2011 Pages: 1125 - 1133

12. Latent variable models with ordinal categorical covariates

    • Wai-Yin Poon
    • Hai-Bin Wang

    OriginalPaper 12 October 2011 Pages: 1135 - 1154

13. Statistical estimation with bounded memory

    • Leonid (Aryeh) Kontorovich

    OriginalPaper 11 October 2011 Pages: 1155 - 1164