Browse By Person: Drovandi, Christopher

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Number of items: 36.

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

Vo, Brenda N., Drovandi, Christopher C., Pettitt, Anthony N., & Simpson, Matthew J. (2015) Quantifying uncertainty in parameter estimates for stochastic models of collective cell spreading using approximate Bayesian computation. Mathematical Biosciences, 263, pp. 133-142.

Drovandi, Christopher C., Pettitt, Anthony N., & Lee, Anthony (2015) Bayesian indirect inference using a parametric auxiliary model. Statistical Science, 30(1), pp. 72-95.
Number of full-text downloads 418

Drovandi, Christopher C., Pettitt, Anthony N., & McCutchan, Roy A. (2015) Exact and approximate Bayesian inference for low count time series models with intractable likelihoods. Bayesian Analysis. (In Press)
Number of full-text downloads 414

Ryan, Elizabeth G., Drovandi, Christopher C., & Pettitt, Anthony N. (2015) Fully Bayesian experimental design for pharmacokinetic studies. Entropy, 17(3), pp. 1063-1089.
Number of full-text downloads 23

Lee, Xing Ju, Drovandi, Christopher C., & Pettitt, Anthony N. (2015) Model choice problems using approximate Bayesian computation with applications to pathogen transmission data sets. Biometrics, 71(1), pp. 198-207.

Moores, Matthew T., Drovandi, Christopher C., Mengersen, Kerrie, & Robert, Christian P. (2015) Pre-processing for approximate Bayesian computation in image analysis. Statistics and Computing, 25(1), pp. 23-33.

Ryan, Elizabeth, Drovandi, Christopher C., & Pettitt, Anthony N. (2015) Simulation-based fully Bayesian experimental design for mixed effects models. Computational Statistics and Data Analysis. (In Press)

Ali, Hammad, Cameron, Ewan, Drovandi, Christopher C., McCaw, James M., Guy, Rebecca J., Middleton, Melanie, et al. (2015) A new approach to estimating trends in chlamydia incidence. Sexually Transmitted Infections. (In Press)

McGree, James, Drovandi, Christopher C., White, Gentry, & Pettitt, Anthony N. (2015) A pseudo-marginal sequential Monte Carlo algorithm for random effects models in Bayesian sequential design. Statistics and Computing. (In Press)

Ryan, Elizabeth G., Drovandi, Christopher C., McGree, James M., & Pettitt, Anthony N. (2015) A review of modern computational algorithms for Bayesian optimal design. International Statistical Review. (In Press)

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® 2

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.
Number of full-text downloads 27
Number of citations in Scopus 1

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 175

Drovandi, Christopher C. & Pettitt, Anthony N. (2013) Bayesian experimental design for models with intractable likelihoods. Biometrics, 69(4), pp. 937-948.
Number of full-text downloads 118
Number of citations in Scopus 5
Number of citations in Web of Science® 4

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 146
Number of citations in Scopus 6
Number of citations in Web of Science® 6

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 152
Number of citations in Scopus 5
Number of citations in Web of Science® 5

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 157
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 36
Number of citations in Web of Science® 35

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 170
Number of citations in Scopus 16
Number of citations in Web of Science® 10

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 7
Number of citations in Web of Science® 8

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 118

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 7
Number of citations in Web of Science® 8

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.
Number of full-text downloads 16

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 42

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 213

Working Paper

Vo, Brenda N., Drovandi, Christopher C., Pettitt, Anthony N., & Pettet, Graeme J. (2015) Melanoma cell colony expansion parameters revealed by approximate Bayesian computation. [Working Paper] (Unpublished)
Number of full-text downloads 56

Drovandi, Christopher C. (2015) ABC and Indirect Inference. [Working Paper] (Unpublished)

Drovandi, Christopher C. & McCutchan, Roy A. (2015) Alive SMC^2: Bayesian model selection for low-count time series models with intractable likelihoods. [Working Paper] (Unpublished)
Number of full-text downloads 44

Nott, David, Drovandi, Christopher C., Mengersen, Kerrie, & Evans, Michael (2015) Approximation of Bayesian predictive p-values with regression ABC. [Working Paper] (Unpublished)
Number of full-text downloads 39

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 65

Drovandi, Christopher C. (2014) Pseudo-marginal algorithms with multiple CPUs. [Working Paper] (Unpublished)
Number of full-text downloads 127

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 83

Other

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 54
Number of citations in Scopus 61
Number of citations in Web of Science® 55

This list was generated on Sat Aug 22 12:48:35 2015 AEST.