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 . ISSN 1061-8600 (In Press)

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) . 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. ISSN 0960-3174

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. 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 . ISSN 1367-4803 (In Press)

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. 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. 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

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).

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. 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).

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).

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. 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).

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).

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. ISSN 0895-562X

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).

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. ISSN 0895-562X

Griffin, Jim E. and Brown, Philip J., 1944- (2007) Bayesian adaptive lassos with non-convex penalization. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. (Working papers, Vol.2007).

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. 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).

Griffin, Jim E. and Brown, Philip J., 1944- (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).