Browse By Person: Pettitt, Anthony

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Number of items: 74.

Book

Alston, Clair, Mengersen, Kerrie, & Pettitt, Anthony N. (Eds.) (2013) Case Studies in Bayesian Statistical Modelling and Analysis. John Wiley and Sons, Chichester, West Sussex.

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

McGrory, C.A., Pettitt, A.N., Titterington, D. M., Alston, C.L., & Kelly, M (2016) Transdimensional sequential Monte Carlo using variational Bayes — SMCVB. Computational Statistics and Data Analysis, 93, pp. 246-254.
Number of citations in Scopus 1

Drovandi, Christopher C., Pettitt, Anthony N., & McCutchan, Roy A. (2016) Exact and approximate Bayesian inference for low count time series models with intractable likelihoods. Bayesian Analysis, 11(2), pp. 325-352.
Number of full-text downloads 464

Ryan, Elizabeth G., Drovandi, Christopher C., McGree, James M., & Pettitt, Anthony N. (2016) A review of modern computational algorithms for Bayesian optimal design. International Statistical Review, 84(1), pp. 128-154.

Vo, Brenda N., Drovandi, Christopher C., Pettitt, Anthony N., & Pettet, Graeme J. (2015) Melanoma cell colony expansion parameters revealed by approximate Bayesian computation. PLOS Computational Biology, 11(12), e1004635.
Number of full-text downloads 83

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.
Number of full-text downloads 4
Number of citations in Scopus 3
Number of citations in Web of Science® 2

Larue, Gregoire S., Rakotonirainy, Andry, & Pettitt, Anthony N. (2015) Predicting reduced driver alertness on monotonous highways : a driving simulator study. IEEE Pervasive Computing, 14(2), pp. 78-85.

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 431
Number of citations in Scopus 1

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 30
Number of citations in Web of Science® 1

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.
Number of full-text downloads 12
Number of citations in Scopus 1

Ryan, Caitriona M., Drovandi, Christopher C., & Pettitt, Anthony N. (2015) Optimal Bayesian experimental design for models with intractable likelihoods using indirect inference applied to biological process models. Bayesian Analysis. (In Press)
Number of full-text downloads 75

Ryan, Elizabeth, Drovandi, Christopher C., & Pettitt, Anthony N. (2015) Simulation-based fully Bayesian experimental design for mixed effects models. Computational Statistics and Data Analysis, 92, pp. 26-39.
Number of citations in Scopus 1

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)

Darssan, Darsy, Thompson, Helen, & Pettitt, Anthony N. (2014) Incorporating adverse event relatedness into dose-finding clinical trial designs. Statistics in Medicine, 33(7), pp. 1146-1161.
Number of full-text downloads 10

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 full-text downloads 30
Number of citations in Scopus 2
Number of citations in Web of Science® 3

Falk, Matthew G., McGree, James, & Pettitt, Anthony N. (2014) Sampling designs on stream networks using the pseudo-Bayesian approach. Environmental and Ecological Statistics, 21(4), pp. 751-773.

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 36
Number of citations in Scopus 2

Cameron, Ewan & Pettitt, Anthony N. (2014) Recursive pathways to marginal likelihood estimation with prior-sensitivity analysis. Statistical Science, 29(3), pp. 397-419.
Number of citations in Scopus 3
Number of citations in Web of Science® 4

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 215
Number of citations in Scopus 2

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 136
Number of citations in Scopus 10
Number of citations in Web of Science® 5

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 164
Number of citations in Scopus 9
Number of citations in Web of Science® 6

Baumann, F., Henderson, R. D., Gareth Ridall, P., Pettitt, Anthony N., & McCombe, P. A. (2012) Quantitative studies of lower motor neuron degeneration in amyotrophic lateral sclerosis : Evidence for exponential decay of motor unit numbers and greatest rate of loss at the site of onset. Clinical Neurophysiology, 123(10), pp. 2092-2098.
Number of citations in Scopus 12
Number of citations in Web of Science® 10

Baumann, F., Henderson, R.D., Ridall, G., Pettitt, A.N., & McCombe, P.A. (2012) Use of Bayesian MUNE to show differing rate of loss of motor units in subgroups of ALS. Clinical Neurophysiology, 123(12), pp. 2446-2453.
Number of citations in Scopus 5
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 167
Number of citations in Scopus 7
Number of citations in Web of Science® 5

Ngo, S.T., Baumann, F., Ridall, Peter, Pettitt, Anthony N., Henderson, R. D., Bellingham, M. C., et al. (2012) The relationship between Bayesian motor unit number estimation and histological measurements of motor neurons in wild-type and SOD1 G93A mice. Clinical Neurophysiology, 123(10), pp. 2080-2091.
Number of citations in Scopus 14
Number of citations in Web of Science® 12

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 168
Number of citations in Scopus 2
Number of citations in Web of Science® 2

McGrory, Clare A., Pettitt, Anthony N., Reeves, Robert, Griffin, Mark, & Dwyer, Mark (2011) Variational Bayes and the reduced dependence approximation for the autologistic model on an irregular grid with applications. Journal of Computational and Graphical Statistics.
Number of citations in Scopus 2
Number of citations in Web of Science® 1

Larue, Gregoire S., Rakotonirainy, Andry, & Pettitt, Anthony N. (2011) Driving performance impairments due to hypovigilance on monotonous roads. Accident Analysis and Prevention, 43(6), pp. 2037-2046.
Number of full-text downloads 320
Number of citations in Scopus 22
Number of citations in Web of Science® 11

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 48
Number of citations in Web of Science® 44

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 186
Number of citations in Scopus 23
Number of citations in Web of Science® 11

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 145

Larue, Gregoire, Rakotonirainy, Andry, & Pettitt, Anthony N. (2010) Forecasting negative effects of monotony and sensation seeking on performance during a vigilance task. Journal of the Australasian College of Road Safety, 21(4), pp. 42-48.
Number of full-text downloads 259

Larue, Gregoire S., Rakotonirainy, Andry, & Pettitt, Anthony N. (2010) Real-time performance modelling of a sustained attention to response task. Ergonomics, 53(10), pp. 1205-1216.
Number of full-text downloads 261
Number of citations in Scopus 8
Number of citations in Web of Science® 5

Faddy, Malcolm J., Graves, Nicholas, & Pettitt, Anthony N. (2009) Modeling length of stay in hospital and other right skewed data : comparison of phase-type, gamma and log-normal distributions. Value In Health, 12(2), pp. 309-314.
Number of citations in Scopus 19
Number of citations in Web of Science® 10

McGrory, Clare A., Pettitt, Anthony N., & Faddy, Malcolm (2009) A fully Bayesian approach to inference for Coxian phase-type distributions with covariate dependent mean. Computational Statistics and Data Analysis, 53(12), pp. 4311-4321.
Number of full-text downloads 222
Number of citations in Scopus 7
Number of citations in Web of Science® 4

Friel, Nial & Pettitt, Anthony N. (2008) Marginal likelihood estimation via power posteriors. Journal of the Royal Statistical Society Series B (Statistical Methodology), 70(3), pp. 589-607.
Number of citations in Scopus 86
Number of citations in Web of Science® 69

Clements, Archie, Halton, Kate A., Graves, Nicholas, Pettitt, Anthony N., Morris, Anthony Kevin, Looke, David, et al. (2008) Overcrowding and understaffing in modern health-care systems : key determinants in meticillin-resistant Staphylococcus aureus transmission. Lancet Infectious Diseases, 8(7), pp. 427-434.
Number of citations in Scopus 94
Number of citations in Web of Science® 71

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 10
Number of citations in Web of Science® 8

McBryde, Emma S., Kelly, Heath, Marshall, Caroline, Russo, Philip L., McElwain, D. L. Sean, & Pettitt, Anthony N. (2008) Using samples to estimate the sensitivity and specificity of a surveillance process. Infection Control and Hospital Epidemiology, 29(6), pp. 559-563.
Number of citations in Scopus 1
Number of citations in Web of Science® 1

McGrory, Clare A., Titterington, D. M., Reeves, Robert W., & Pettitt, Anthony N. (2008) Variational Bayes for estimating the parameters of a hidden Potts model. Statistics and Computing, In Press.
Number of full-text downloads 482
Number of citations in Scopus 20
Number of citations in Web of Science® 20

Skitmore, Martin, Pettitt, Anthony N., & McVinish, Ross S. (2007) Gates' bidding model. Journal of Construction Engineering and Management, 133(11), pp. 855-863.
Number of full-text downloads 1,184
Number of citations in Scopus 15
Number of citations in Web of Science® 8

Ridall, Peter G., Pettitt, Anthony N., Friel, Nial, McCombe, Pamela A., & Henderson, Robert D. (2007) Motor unit number estimation using reversible jump Markov chain Monte Carlo methods. Journal of the Royal Statistical Society: Series C (Applied Statistics), 56(3), pp. 235-269.
Number of full-text downloads 290
Number of citations in Scopus 14
Number of citations in Web of Science® 10

Webster, Ronald A. & Pettitt, Anthony N. (2007) Stability of Approximations of Average Run Length of Risk-Adjusted CUSUM Schemes Using the Markov Approach: Comparing Two Methods of Calculating Transition Probabilities. Communications in Statistics - Simulation and Computation, 36(3), pp. 471-482.
Number of full-text downloads 418
Number of citations in Scopus 3
Number of citations in Web of Science® 4

Forrester, Marie L., Pettitt, Anthony N., & Gibson, Gavin J. (2007) Bayesian inference of hospital-acquired infectious diseases and control measures given imperfect surveillance data. Biostatistics, 8(2), pp. 383-401.
Number of full-text downloads 168
Number of citations in Scopus 28
Number of citations in Web of Science® 28

Henderson, Robert, Ridall, Peter, Hutchinson, Nicole, Pettitt, Anthony, & McCombe, Pamela (2007) Bayesian Statistical MUNE Method. Muscle and Nerve, 36(2), pp. 206-213.
Number of citations in Scopus 28
Number of citations in Web of Science® 23

McBryde, Emma, Pettitt, Anthony, Cooper, B, & McElwain, Donald (2007) Characterizing an Outbreak of Vancomycin-Resistant Enterococci using Hidden Markov Models. Journal of the Royal Society Interface, 4(15), pp. 745-754.
Number of citations in Scopus 22
Number of citations in Web of Science® 19

Ridall, Gareth, Pettitt, Anthony N., Henderson, Robert D., & McCombe, Pamela A. (2006) Motor Unit Number Estimation — A Bayesian Approach. Biometrics, 62(4), pp. 1235-1250.
Number of full-text downloads 196
Number of citations in Scopus 28
Number of citations in Web of Science® 22

Moller, Jesper, Pettitt, Anthony N., Reeves, Robert W., & Berthelsen, Kasper K. (2006) An efficient Markov chain Monte Carlo method for distributions with intractable normalising constants. Biometrika, 93(2), pp. 451-458.
Number of full-text downloads 352
Number of citations in Scopus 112
Number of citations in Web of Science® 78

Reeves, Robert W. & Pettitt, Anthony N. (2004) Efficient recursions for general factorisable models. Biometrika, 91(3), pp. 751-757.
Number of full-text downloads 241
Number of citations in Scopus 28
Number of citations in Web of Science® 23

McElwain, D. L. S., Wilson, D. P., Mathews, S., Pettitt, A. N., & Wan, C. (2004) Use of a quantitative gene expression assay based on micro-array techniques and a mathematical model for the investigation of chlamydial generation time. Bulletin of Mathematical Biology, 66(3), pp. 523-537.
Number of citations in Scopus 14
Number of citations in Web of Science® 14

Ismail, Noor Azina, Pettitt, Anthony N., & Webster, Ronald A. (2003) 'Online' monitoring and retrospective analysis of hospital outcomes based on a scan statistic. Statistics in Medicine, 22(18), pp. 2861-2876.
Number of citations in Scopus 19
Number of citations in Web of Science® 14

Pettitt, Anthony N., Friel, Nial, & Reeves, Robert W. (2003) Efficient calculation of the normalizing constant of the autologistic and related models on the cylinder and lattice. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 65(1), pp. 235-246.
Number of full-text downloads 281
Number of citations in Scopus 17
Number of citations in Web of Science® 17

Marriott, J, Pettitt, Anthony, & Spencer, Nancy (2001) A Bayesian Approach to Selecting Covariates for Prediction. Scandinavian Journal of Statistics, pp. 87-97.
Number of citations in Scopus 9
Number of citations in Web of Science® 7

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 20

McKeone, James & Pettitt, Anthony N. (2013) Bayesian P-splines with a multiplicative term in EMG trace data. In Muggeo, Vito M.R., Capursi, Vincenza, Boscaino, Giovanni, & Lovison, Gianfranco (Eds.) Proceedings of the 28th International Workshop on Statistical Modelling, Statistical Modelling Society, Palermo, Italy, pp. 275-280.
Number of full-text downloads 18

Larue, Gregoire S., Rakotonirainy, Andry, & Pettitt, Anthony N. (2011) Real-time evaluation of driver’s alertness on highways. In Pratelli, A & Brebbia, C A (Eds.) Urban Transport XVII, Wessex Institute of Technology Press, Pisa.
Number of full-text downloads 260

Larue, Gregoire, Rakotonirainy, Andry, & Pettitt, Anthony N. (2010) Driving performance on monotonous roads. In Proceedings of 20th Canadian Multidisciplinary Road Safety Conference, Canadian Association of Road Safety Professionals, Niagara Falls, Ontario.
Number of full-text downloads 200

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 45

Larue, Gregoire S., Rakotonirainy, Andry, & Pettitt, Anthony N. (2010) Predicting driver's hypovigilance on monotonous roads: literature review. In 1st International Conference on Driver Distraction and Inattention, Gothenburg, Sweden.
Number of full-text downloads 803

McCombe, P. A., Henderson , R. D., Ridal, P. G., & Pettitt, A. N. (2009) Biological basis for motor unit number estimation through Bayesian statistical analysis of the stimulus-response curve. In Motor Unit Number Estimation and Quantitative EMG, Elsevier, Snowbird, Utah, pp. 39-45.
Number of citations in Scopus 4

Larue, Gregoire S., Rakotonirainy, Andry, & Pettitt, Anthony N. (2009) A model to predict hypovigilance during a monotonous task. In Proceedings of the 2009 Australasian Road Safety Research, Policing and Education Conference : Smarter, Safer Directions, Sydney Convention and Exhibition Centre, Sydney, New South Wales.
Number of full-text downloads 213

Huang, Dawei, Pettitt, Anthony, & Sando, Simon (2001) Computationally Efficient Interactive Refinement Techniques for Polynomial Phase Signals. In Proceedings of the 11th Institute of Electrical and Electronics Engineers Signal Processing Workshop on Statistical Signal Processing, 6-8 August 2001.

Butler, David, Norng, Sorn, Pettitt, Anthony, & Strong, Wayne (2001) Strategies to Interpret Yield Maps: Predicting Grain Protein Using Yield. In Proceedings of the 10th Australian Agronomy Conference, 29 January - 1 February 2001.

Conference Item

Pirathiban, R., Williams, K.J., Pettitt, A.N., & Low-Choy, S.J. (2015) Eliciting and encoding expert knowledge on variable selection into classical or Bayesian species distribution models. In The International Biometric Society Australasian Region Conference 2015: BIOMETRICS by the Harbour, 30 November - 3 December 2015, Hobart, Tasmania.
Number of full-text downloads 20

Working Paper

Vo, Brenda N., Drovandi, Christopher C., & Pettitt, Anthony N. (2015) Bayesian parametric bootstrap for models with intractable likelihoods. [Working Paper] (Unpublished)
Number of full-text downloads 98

Drovandi, Christopher C., Cusimano, Nicole, Psaltis, Steven, Pettitt, Anthony N., Burrage, Pamela, & Burrage, Kevin (2015) Sampling Methods for Exploring Between Subject Variability in Cardiac Electrophysiology Experiments. [Working Paper] (Unpublished)
Number of full-text downloads 41

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 90

Simpson, Daniel P., Turner, Ian W., & Pettitt, Anthony N. (2008) Fast sampling from a Gaussian Markov random field using Krylov subspace approaches. [Working Paper] (Unpublished)
Number of full-text downloads 596

Pettitt, Anthony N., Haynes, Michele A., Tran, Thu, & Hay, John L. (2002) A model for longitudinal employment status of immigrants to Australia. [Working Paper] (Unpublished)
Number of full-text downloads 358

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 69
Number of citations in Scopus 87
Number of citations in Web of Science® 73

Pettitt, Anthony N., Haynes, Michele A., Tran, Thu T., & Hay, John L. (2004) Trends in Income Status for Immigrants to Australia. (Unpublished)
Number of full-text downloads 301

This list was generated on Sat Jul 23 13:24:30 2016 AEST.