Anthony N. Pettitt

Publication Activity (10 Years)

Years Active: 1992-2018
Publications (10 Years): 8

Top Topics

Variational Bayes

Sequential Monte Carlo

Top Venues

Comput. Stat. Data Anal.

IEEE Pervasive Comput.

PLoS Comput. Biol.

Publications

Xing Ju Lee, Markus Hainy, James P. McKeone, Christopher C. Drovandi, Anthony N. Pettitt
ABC model selection for spatial extremes models applied to South Australian maximum temperature data. Comput. Stat. Data Anal. 128 (2018)
Nial Friel, James P. McKeone, Chris J. Oates, Anthony N. Pettitt
Investigation of the widely applicable Bayesian information criterion. Stat. Comput. 27 (3) (2017)
Clare A. McGrory, Anthony N. Pettitt, D. M. Titterington, Clair L. Alston, Matt Kelly
Transdimensional sequential Monte Carlo using variational Bayes - SMCVB. Comput. Stat. Data Anal. 93 (2016)
James M. McGree, Christopher C. Drovandi, Gentry White, Anthony N. Pettitt
A pseudo-marginal sequential Monte Carlo algorithm for random effects models in Bayesian sequential design. Stat. Comput. 26 (5) (2016)
Grégoire S. Larue, Andry Rakotonirainy, Anthony N. Pettitt
Predicting Reduced Driver Alertness on Monotonous Highways. IEEE Pervasive Comput. 14 (2) (2015)
Elizabeth G. Ryan, Christopher C. Drovandi, Anthony N. Pettitt
Fully Bayesian Experimental Design for Pharmacokinetic Studies. Entropy 17 (3) (2015)
Elizabeth G. Ryan, Christopher C. Drovandi, Anthony N. Pettitt
Simulation-based fully Bayesian experimental design for mixed effects models. Comput. Stat. Data Anal. 92 (2015)
Brenda N. Vo, Christopher C. Drovandi, Anthony N. Pettitt, Graeme J. Pettet
Melanoma Cell Colony Expansion Parameters Revealed by Approximate Bayesian Computation. PLoS Comput. Biol. 11 (12) (2015)
Elizabeth G. Ryan, Christopher C. Drovandi, M. Helen Thompson, Anthony N. Pettitt
Towards Bayesian experimental design for nonlinear models that require a large number of sampling times. Comput. Stat. Data Anal. 70 (2014)
Christopher C. Drovandi, Anthony N. Pettitt, Robert D. Henderson, Pamela A. McCombe
Marginal reversible jump Markov chain Monte Carlo with application to motor unit number estimation. Comput. Stat. Data Anal. 72 (2014)
Christopher C. Drovandi, James M. McGree, Anthony N. Pettitt
Sequential Monte Carlo for Bayesian sequentially designed experiments for discrete data. Comput. Stat. Data Anal. 57 (1) (2013)
Burton Wu, Clare A. McGrory, Anthony N. Pettitt
A new variational Bayesian algorithm with application to human mobility pattern modeling. Stat. Comput. 22 (1) (2012)
Nial Friel, Anthony N. Pettitt
Classification using distance nearest neighbours. Stat. Comput. 21 (3) (2011)
Christopher C. Drovandi, Anthony N. Pettitt
Likelihood-free Bayesian estimation of multivariate quantile distributions. Comput. Stat. Data Anal. 55 (9) (2011)
Clare A. McGrory, D. M. Titterington, R. Reeves, Anthony N. Pettitt
Variational Bayes for estimating the parameters of a hidden Potts model. Stat. Comput. 19 (3) (2009)
Clare A. McGrory, Anthony N. Pettitt, Malcolm J. Faddy
A fully Bayesian approach to inference for Coxian phase-type distributions with covariate dependent mean. Comput. Stat. Data Anal. 53 (12) (2009)
Ronald A. Webster, Anthony N. Pettitt
Stability of Approximations of Average Run Length of Risk-Adjusted CUSUM Schemes Using the Markov Approach: Comparing Two Methods of Calculating Transition Probabilities. Commun. Stat. Simul. Comput. 36 (3) (2007)
Anthony N. Pettitt, I. S. Weir, A. G. Hart
A Conditional Autoregressive Gaussian Process for Irregularly Spaced Multivariate Data with Application to Modelling Large Sets of Binary Data. Stat. Comput. 12 (4) (2002)
Helen Gustafson, Ed Dawson, Jovan Dj. Golic, Anthony N. Pettitt
Methods for testing subblock patterns. Stat. Comput. 9 (4) (1999)
I. S. Weir, Anthony N. Pettitt
Spatial modelling for binary data using␣a␣hidden conditional autoregressive Gaussian process: a multivariate extension of the probit model. Stat. Comput. 9 (1) (1999)
Helen Gustafson, Anthony N. Pettitt, Ed Dawson, L. J. O'Connor
Linear dependencies in product ciphers. Australas. J Comb. 10 (1994)
Ed Dawson, Helen Gustafson, Anthony N. Pettitt
Strict key avalanche criterion. Australas. J Comb. 6 (1992)