2020

Cunningham, Nathan, Griffin, Jim E. and Wild, David L. (2020) ParticleMDI - Particle Monte Carlo methods for the cluster analysis of multiple datasets with applications to cancer subtype identification. Advances in Data Analysis and Classification, 14 . pp. 463-484. doi:10.1007/s11634-020-00401-y ISSN 1862-5347.

2019

Cunningham, Nathan, Griffin, Jim E., Wild, David L. and Lee, Anthony (2019) particleMDI : a Julia Package for the Integrative Cluster Analysis of Multiple Datasets. In: Argiento, R. and Durante, D. and Wade, S., (eds.) Bayesian Statistics and New Generations. BAYSM 2018. Springer Proceedings in Mathematics & Statistics, 296 . Cham: Springer, pp. 65-74. ISBN 9783030306106

2018

Maredza, Mandy, Petrou, Stavros, Dritsaki, Melina, Achten, Juul, Griffin, Jim E., Lamb, S. E. (Sallie E.), Parsons, Nicholas R. and Costa, Matthew L. (2018) Infographic : economic justification for intramedullary nail fixation over locking plate fixation for extra-articular distal tibial fractures. Bone & Joint Journal, 100-B (5). pp. 622-623. doi:10.1302/0301-620X.100B5.BJJ-2017-0393 ISSN 2049-4394.

2013

Lamnisos, Demetris, Griffin, Jim E. and Steel, Mark F. J. (2013) Adaptive Monte Carlo for Bayesian variable selection in regression models. Journal of Computational and Graphical Statistics, Volume 22 (Number 3). pp. 729-748. doi:10.1080/10618600.2012.694756 ISSN 1061-8600.

Griffin, Jim E., Kolossiatis, M. and Steel, Mark F. J. (2013) Comparing distributions by using dependent normalized random-measure mixtures. Journal of the Royal Statistical Society : Series B (Statistical Methodology), Volume 75 (Number 3). pp. 499-529. doi:10.1111/rssb.12002 ISSN 1369-7412.

Kolossiatis, M., Griffin, Jim E. and Steel, Mark F. J. (2013) On Bayesian nonparametric modelling of two correlated distributions. Statistics and Computing, 23 (1). pp. 1-15. doi:10.1007/s11222-011-9283-7 ISSN 0960-3174.

2012

Lamnisos, Demetris, Griffin, Jim E. and Steel, Mark F. J. (2012) Cross-validation prior choice in Bayesian probit regression with many covariates. Statistics and Computing, Vol.22 (No.2). pp. 359-373. doi:10.1007/s11222-011-9228-1 ISSN 0960-3174.

Kirk, Paul, Griffin, Jim E., Savage, Richard S., Ghahramani, Zoubin and Wild, David L. (2012) Bayesian correlated clustering to integrate multiple datasets. Bioinformatics, Volume 28 (Number 4). pp. 3290-3297. doi:10.1093/bioinformatics/bts595 ISSN 1367-4803.

2011

Kolossiatis, Michalis, Griffin, Jim E. and Steel, Mark F. J. (2011) Modeling overdispersion with the normalized tempered stable distribution. Computational Statistics & Data Analysis, Vol.55 (No.7). pp. 2288-2301. doi:10.1016/j.csda.2011.01.016 ISSN 0167-9473.

Griffin, Jim E. and Steel, Mark F. J. (2011) Stick-breaking autoregressive processes. Journal of Econometrics, Vol.162 (No.2). pp. 383-396. doi:10.1016/j.jeconom.2011.03.001 ISSN 0304-4076.

Steel, Mark F. J., Griffin, Jim E. and Quintana, F. (2011) Flexible and nonparametric modelling. In: Geweke, John and Koop, Gary and Dijk, Herman K. van, (eds.) The Oxford handbook of Bayesian econometrics. Oxford handbooks in economics . Oxford ; New York: Oxford University Press, pp. 125-182. ISBN 9780199559084

2010

Griffin, Jim E., Kolossiatis, Michalis and Steel, Mark F. J. (2010) Comparing distributions using dependent normalized random measure mixtures. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2010 (No.24).

Griffin, Jim E. and Steel, Mark F. J. (2010) Bayesian inference with stochastic volatility models using continuous superpositions of non-Gaussian Ornstein-Uhlenbeck processes. Computational Statistics and Data Analysis, Vol.54 (No.11). pp. 2594-2608. doi:10.1016/j.csda.2009.06.008 ISSN 0167-9473.

Griffin, Jim E. and Steel, Mark F. J. (2010) Bayesian nonparametric modelling with the Dirichlet process regression smoother. Statistica Sinica, Vol.20 (No.4). pp. 1507-1527. ISSN 1017-0405.

Kolossiatis, Michalis, Griffin, Jim E. and Steel, Mark F. J. (2010) Modelling overdispersion with the normalized tempered stable distribution. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2010 (No.1).

Kolossiatis, Michalis, Griffin, Jim E. and Steel, Mark F. J. (2010) On Bayesian nonparametric modelling of two correlated distributions. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2010 (No.22).

2009

Lamnisos, Demetris, Griffin, Jim E. and Steel, Mark F. J. (2009) Transdimensional sampling algorithms for Bayesian variable selection in classification problems with many more variables than observations. Journal of Computational and Graphical Statistics, Vol.18 (No.3). pp. 592-612. doi:10.1198/jcgs.2009.08027 ISSN 1061-8600.

Lamnisos, Demetris, Griffin, Jim E. and Steel, Mark F. J. (2009) Adaptive Monte Carlo for binary regression with many regressors. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2009 (No.41).

Griffin, Jim E. and Steel, Mark F. J. (2009) Time-dependent stick-breaking processes. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2009 (No.5).

2008

Griffin, Jim E. and Steel, Mark F. J. (2008) Flexible mixture modelling of stochastic frontiers. Journal of Productivity Analysis, Vol.29 (No.1). pp. 33-50. doi:10.1007/s11123-007-0064-4 ISSN 0895-562X.

Griffin, Jim E. and Oomen, Roel C. A. (2008) Sampling returns for realized variance calculations : tick time or transaction time? Econometric Reviews, Volume 27 (Numbers 1-3). pp. 230-253. doi:10.1080/07474930701873341 ISSN 0747-4938.

Lamnisos, Demetris, Griffin, Jim E. and Steel, Mark F. J. (2008) Transdimensional sampling algorithms for Bayesian variable selection in classification problems with many more variables than observations. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2008 (No.8).

2007

Griffin, Jim E. and Steel, Mark F. J. (2007) Bayesian stochastic frontier analysis using WinBUGS. Journal of Productivity Analysis, Vol.27 (No.3). pp. 163-176. doi:10.1007/s11123-007-0033-y ISSN 0895-562X.

Griffin, Jim E. and Brown, Philip J. (2007) Bayesian adaptive lassos with non-convex penalization. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2007 (No.2).

2006

Griffin, Jim E. and Steel, Mark F. J. (2006) Order-based dependent Dirichlet processes. Journal of the American Statistical Association, Vol.101 (No.473). pp. 179-194. doi:10.1198/016214505000000727 ISSN 0162-1459.

Griffin, Jim E. (2006) On the Bayesian analysis of species sampling mixture models for density estimation. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2006 (No.13).

2005

Griffin, Jim E. and Brown, Philip J. (2005) Alternative prior distributions for variable selection with very many more variables than observations. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2005 (No.10).

2004

Griffin, Jim E. and Steel, Mark F. J. (2004) Semiparametric Bayesian inference for stochastic frontier models. Journal of Econometrics, Volume 123 (Number 1). pp. 121-152. doi:10.1016/j.jeconom.2003.11.001 ISSN 0304-4076.