QUT ePrints

Browse By Person: Drovandi, Christopher

Up a level
Export as [feed] Atom [feed] RSS 1.0 [feed] RSS 2.0
Group by: Item Type | Date
Number of items: 30.

Book Chapter

McGree, James, Drovandi, Christopher C., & Pettitt, Anthony N. (2012) Implementing adaptive dose finding studies using sequential Monte Carlo. In Alston, Clair, Mengersen, Kerrie, & Pettitt, Anthony N. (Eds.) Case Studies in Bayesian Statistical Modelling and Analysis. Wiley, United Kingdom, pp. 361-373.

Drovandi, Christopher C. & Pettitt, Anthony N. (2012) Likelihood‐free inference for transmission rates of nosocomial pathogens. In Case Studies in Bayesian Statistical Modelling and Analysis. Wiley, United Kingdom, pp. 374-387.

Journal Article

Ryan, Elizabeth, Drovandi, Christopher C., Thompson, Helen, & Pettitt, Anthony N. (2014) Towards Bayesian experimental design for nonlinear models that require a large number of sampling times. Computational Statistics and Data Analysis, 70, pp. 45-60.
Number of citations in Web of Science® 1

Drovandi, Christopher C., Pettitt, Anthony N., & Lee, Anthony (2014) Bayesian indirect inference using a parametric auxiliary model. Statistical Science. (In Press)
Number of full-text downloads 361

Drovandi, Christopher C., Pettitt, Anthony N., Henderson, Robert D., & McCombe, Pamela A. (2014) Marginal reversible jump Markov chain Monte Carlo with application to motor unit number estimation. Computational Statistics & Data Analysis, 72, pp. 128-146.

Lee, X.J., Drovandi, Christopher C., & Pettitt, Anthony N. (2014) Model choice problems using approximate Bayesian computation with applications to pathogen transmission data sets. Biometrics. (In Press)

Drovandi, Christopher C., McGree, James, & Pettitt, Anthony N. (2014) A sequential Monte Carlo algorithm to incorporate model uncertainty in Bayesian sequential design. Journal of Computational and Graphical Statistics, 23(1), pp. 3-24.
Number of full-text downloads 151

Drovandi, Christopher C. & Pettitt, Anthony N. (2013) Bayesian experimental design for models with intractable likelihoods. Biometrics, 69(4), pp. 937-948.
Number of citations in Scopus 3
Number of citations in Web of Science® 1

Drovandi, Christopher C., McGree, James, & Pettitt, Anthony N. (2013) Sequential Monte Carlo for Bayesian sequentially designed experiments for discrete data. Computational Statistics and Data Analysis, 57(1).
Number of full-text downloads 127
Number of citations in Scopus 6
Number of citations in Web of Science® 5

McGree, James Matthew, Drovandi, Christopher C., Thompson, Helen, Eccleston, John, Duffull, Stephen, Mengersen, Kerrie, et al. (2012) Adaptive Bayesian compound designs for dose finding studies. Journal of Statistical Planning and Inference, 142(6), pp. 1480-1492.
Number of full-text downloads 129
Number of citations in Scopus 5
Number of citations in Web of Science® 3

McGree, J.M., Drovandi, C.C., & Pettitt, A.N. (2012) A sequential Monte Carlo approach to design for population pharmacokinetics studies. Journal of Pharmacokinetics and Pharmacodynamics, 39(5), pp. 519-526.
Number of full-text downloads 129
Number of citations in Scopus 2
Number of citations in Web of Science® 2

Drovandi, Christopher C. & Pettitt, Anthony N. (2011) Estimation of parameters for macroparasite population evolution using approximate Bayesian computation. Biometrics, 67(1), pp. 225-233.
Number of citations in Scopus 31
Number of citations in Web of Science® 28

Drovandi, Christopher C., Pettitt, Anthony N., & Faddy, Malcolm J. (2011) Approximate Bayesian computation using indirect inference. Journal of the Royal Statistical Society, Series C (Applied Statistics), 60(3), pp. 317-337.
Number of full-text downloads 135
Number of citations in Scopus 11
Number of citations in Web of Science® 7

Drovandi, Christopher C. & Pettitt, Tony (2011) Likelihood-free Bayesian estimation of multivariate quantile distributions. Computational Statistics and Data Analysis, 55(9), pp. 2541-2556.
Number of citations in Scopus 5
Number of citations in Web of Science® 4

Drovandi, Christopher C. & Pettitt, Anthony N. (2011) Using approximate Bayesian computation to estimate transmission rates of nosocomial pathogens. Statistical Communications in Infectious Diseases, 3(1).
Number of full-text downloads 97

Drovandi, Christopher C. & Pettitt, Anthony N. (2008) Multivariate Markov Process Models for the transmission of methicillin-resistant Staphylococcus Aureus in a hospital ward. Biometrics, 64(3), pp. 851-859.
Number of citations in Scopus 4
Number of citations in Web of Science® 4

Conference Paper

Drovandi, Christopher C., McGree, James, & Pettitt, Anthony N. (2014) A sequential Monte Carlo framework for adaptive Bayesian model discrimination designs using mutual information. In Lanzarone, Ettore & Ieva, Francesca (Eds.) Springer Proceedings in Mathematics & Statistics : the Contribution of Young Researchers to Bayesian Statistics, Springer, Milan, Italy, pp. 19-22.

Pettitt, Anthony N., Drovandi, Christopher C., & Faddy, Malcolm (2010) Approximate Bayesian computation using auxiliary model based estimates. In Bowman, Adrian (Ed.) Proceedings of the 25th International Workshop on Statistical Modelling, University of Glasgow, Glasgow, pp. 433-438.
Number of full-text downloads 27

Whiten, Bill, McDonald, Barry, & Drovandi, Christopher C. (2010) Taxonomic analysis of marine phytoplankton. In Shephard, John, Stacey, Andrew, & Roberts, Anthony (Eds.) Proceedings of the 2010 Mathematics and Statistics in Industry Study Group, MISG-2010, Australian Mathematical Society, RMIT University, Melbourne, VIC, M119-M146.

QUT Thesis

Drovandi, Christopher Colin (2012) Bayesian algorithms with applications. PhD thesis, Queensland University of Technology.
Number of full-text downloads 192

Working Paper

Nott, David, Drovandi, Christopher C., Mengersen, Kerrie, & Evans, Michael (2015) Approximation of Bayesian predictive p-values with regression ABC. [Working Paper] (Unpublished)

McGree, James, Drovandi, Christopher C., White, Gentry, & Pettitt, Anthony N. (2014) Fast sequential Monte Carlo algorithm for random effects models in Bayesian sequential design using a graphics processing unit. [Working Paper] (Unpublished)
Number of full-text downloads 42

Ryan, Elizabeth G., Drovandi, Christopher C., McGree, James M., & Pettitt, Anthony N. (2014) Fully Bayesian optimal experimental design : a review. [Working Paper] (Unpublished)
Number of full-text downloads 73

Ryan, Caitriona, Drovandi, Christopher C., & Pettitt, Anthony (2014) Bayesian experimental design for models with intractable likelihoods using indirect inference. [Working Paper] (Unpublished)
Number of full-text downloads 42

Drovandi, Christopher C. (2014) Pseudo-marginal algorithms with multiple CPUs. [Working Paper] (Unpublished)
Number of full-text downloads 83

Ryan, Elizabeth, Drovandi, Christopher C., & Pettitt, Anthony N. (2014) Simulation-based fully Bayesian experimental design for mixed effects models. [Working Paper] (Unpublished)
Number of full-text downloads 16

Ryan, Elizabeth G., Drovandi, Christopher C., & Pettitt, Anthony N. (2013) Fully Bayesian experimental design for pharmacokinetic studies. [Working Paper] (Unpublished)
Number of full-text downloads 10

McGree, James, Drovandi, Christopher C., & Pettitt, Anthony N. (2012) A sequential Monte Carlo approach to the sequential design for discriminating between rival continuous data models. [Working Paper] (Unpublished)
Number of full-text downloads 73

Other

Drovandi, Christopher C., Pettitt, Anthony N., & McCutchan, Roy A. (2013) Exact and approximate Bayesian inference for low count time series models with intractable likelihoods. (Unpublished)
Number of full-text downloads 366

Drovandi, Christopher C. & Pettitt, Anthony N. (2012) Discussion of : constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. Journal of the Royal Statistical Society, Series B : Statistical Methodology.
Number of full-text downloads 28
Number of citations in Scopus 46
Number of citations in Web of Science® 37

This list was generated on Fri Dec 19 17:12:30 2014 AEST.