Volume 25, Issue 1 | Statistics and Computing

Search all Statistics and Computing articles

Volume 25, Issue 1

January 2015

Special Issue from the Joint IMS-ISBA Meeting - MCMSki 4

Issue Editors:

Antonietta Mira,
Christian P. Robert

23 articles in this issue

An introduction to the special issue “Joint IMS-ISBA meeting - MCMSki 4”
Antonietta Mira
Christian P. Robert
Announcement 11 December 2014 Pages: 1 - 1
Introduction to “Quantitative bounds of convergence for geometrically ergodic Markov Chain in the Wasserstein distance with application to the Metropolis adjusted Langevin algorithm” by A. Durmus, É. Moulines
Heikki Haario
Announcement 06 December 2014 Pages: 3 - 3
Quantitative bounds of convergence for geometrically ergodic Markov chain in the Wasserstein distance with application to the Metropolis Adjusted Langevin Algorithm
Alain Durmus
Éric Moulines
OriginalPaper 20 September 2014 Pages: 5 - 19
Introduction to “Pre-processing for approximate Bayesian computation in image analysis” by M. Moores, C. Drovandi, K. Mengersen, C. Robert
Nial Friel
Announcement 29 October 2014 Pages: 21 - 21
Pre-processing for approximate Bayesian computation in image analysis
Matthew T. Moores
Christopher C. Drovandi
Christian P. Robert
OriginalPaper 09 December 2014 Pages: 23 - 33
Introduction to “Cuts in Bayesian graphical models” by M. Plummer
Bradley Carlin
Announcement 10 December 2014 Pages: 35 - 35
Cuts in Bayesian graphical models
Martyn Plummer
OriginalPaper 27 November 2014 Pages: 37 - 43
Introduction to “Fast matrix computations for functional additive models” by S. Barthelmé
Håvard Rue
Announcement 01 November 2014 Pages: 45 - 45
Fast matrix computations for functional additive models
Simon Barthelmé
OriginalPaper 16 July 2014 Pages: 47 - 63
Introduction to “On a class of \(\sigma \)-stable Poisson–Kingman models and an effective marginalized sampler” by S. Favaro, M. Lomeli, Y. W. Teh
Peter Mueller
Announcement 10 December 2014 Pages: 65 - 66
On a class of \(\sigma \)-stable Poisson–Kingman models and an effective marginalized sampler
S. Favaro
M. Lomeli
Y. W. Teh
OriginalPaper 22 August 2014 Pages: 67 - 78
Introduction to “Particle Metropolis-Hastings using gradient and Hessian information” by J. Dahlin, F. Lindsten, T. Schön
Christophe Andrieu
Announcement 06 November 2014 Pages: 79 - 79
Particle Metropolis–Hastings using gradient and Hessian information
Johan Dahlin
Fredrik Lindsten
Thomas B. Schön
OriginalPaper 20 September 2014 Pages: 81 - 92
Introduction to “On the use of Markov chain Monte Carlo methods for the sampling of mixture models” by R. Douc, F. Maire, J. Olsson
Stefano Peluso
Announcement 29 October 2014 Pages: 93 - 94
On the use of Markov chain Monte Carlo methods for the sampling of mixture models: a statistical perspective
Randal Douc
Florian Maire
Jimmy Olsson
OriginalPaper 19 December 2014 Pages: 95 - 110
Introduction to “Efficient computational strategies for doubly intractable problems with applications to Bayesian social networks” by A. Caimo, A. Mira
Nial Friel
Announcement 29 October 2014 Pages: 111 - 111
Efficient computational strategies for doubly intractable problems with applications to Bayesian social networks
Alberto Caimo
Antonietta Mira
OriginalPaper 27 September 2014 Pages: 113 - 125
Introduction to “Adaptive ABC model choice and geometric summary statistics for hidden Gibbs random fields” by J. Stoehr, P. Pudlo, L. Cucala
Christian P. Robert
Announcement 10 December 2014 Pages: 127 - 127
Adaptive ABC model choice and geometric summary statistics for hidden Gibbs random fields
Julien Stoehr
Pierre Pudlo
Lionel Cucala
OriginalPaper 20 September 2014 Pages: 129 - 141
Introduction to “Scalable inference for Markov processes with intractable likelihoods” by J. Owen, D. Wilkinson, C. Gillespie
Robin J. Ryder
Announcement 30 October 2014 Pages: 143 - 143
Scalable inference for Markov processes with intractable likelihoods
Jamie Owen
Darren J. Wilkinson
Colin S. Gillespie
OriginalPaper Open access 01 November 2014 Pages: 145 - 156
Introduction to “Efficient local updates for undirected graphical models” by F. Stingo, G. Marchetti
Colin Fox
Announcement 20 November 2014 Pages: 157 - 157
Efficient local updates for undirected graphical models
Francesco Stingo
Giovanni M. Marchetti
OriginalPaper 10 December 2014 Pages: 159 - 171