AP
A. N. Pettitt
Bayes TheoremModels, Statisticalstat.COMethicillin ResistanceModels, Biologicalstat.MEApproximate Bayesian computationastro-ph.IMAttentionData Interpretation, Statistical
On Valency
published · living versionsW_363ngydt·v1 · currentpublished
Importance Nested Sampling and the MultiNest Algorithm
with F. Feroz, M. P. Hobson, E. Cameron
1 version
Preprints & journals
52 papers in the corpus · 1983–2022Using a Supervised Principal Components Analysis for Variable Selection in High-Dimensional Datasets Reduces False Discovery Rates.40459332 · Ullah, Insha, Mengersen, Kerrie, Pettitt, Anthony N et al.2025 · 4 citationsStatistics in medicine. 2025;44(13-14):e70110
Comparisons of statistical distributions for cluster sizes in a developing pandemic.35094680 · Faddy, M J, Pettitt, A N2022 · 4 citationsBMC medical research methodology. 2022;22(1):32
Bayesian meta-analysis models for cross cancer genomic investigation of pleiotropic effects using group structure.33368447 · Baghfalaki, Taban, Sugier, Pierre-Emmanuel, Truong, Therese et al.2021 · 9 citationsStatistics in medicine. 2021;40(6):1498-1518
Bayesian Computation with Intractable Likelihoods2004.04620v1 · Matthew T. Moores, Anthony N. Pettitt, Kerrie Mengersen2020 · 4 citationsarXiv
Quantifying conditional probability tables in Bayesian networks: Bayesian regression for scenario-based encoding of elicited expert assessments on feral pig habitat.35707138 · Alkhairy, Ibrahim, Low-Choy, Samantha, Murray, Justine et al.2024 · 11 citationsJournal of applied statistics. 2020;47(10):1848-1884
Quantifying the relative effect of environmental contamination on surgical ward MRSA incidence: An exploratory analysis.38715296 · Lee, Xing J, Pettitt, Anthony N, Dancer, Stephanie J2024 · 2 citationsInfection, disease & health. 2018;23(3):127-136
ABC model selection for spatial extremes models applied to South Australian maximum temperature data1710.02961v4 · Xing Ju Lee, Markus Hainy, James P. McKeone et al.2017 · 8 citationsComputational Statistics & Data Analysis 128 (2018), 128-144
A stochastic model for MRSA transmission within a hospital ward incorporating environmental contamination.27938427 · Lee, X J, Fulford, G R, Pettitt, A N et al.2017 · 5 citationsEpidemiology and infection. 2017;145(4):825-838
Discussion of: "A Bayesian information criterion for singular models"1611.02367v1 · N. Friel, J. P. McKeone, C. J. Oates et al.2016 · 0 citationsarXiv
Sampling methods for exploring between-subject variability in cardiac electrophysiology experiments.27512137 · Drovandi, C C, Cusimano, N, Psaltis, S et al.2017 · 19 citationsJournal of the Royal Society, Interface. 2016;13(121)
Melanoma Cell Colony Expansion Parameters Revealed by Approximate Bayesian Computation.26642072 · Vo, Brenda N, Drovandi, Christopher C, Pettitt, Anthony N et al.2016 · 30 citationsPLoS computational biology. 2015;11(12):e1004635
Bayesian Indirect Inference Using a Parametric Auxiliary Model1505.03372v1 · Christopher C. Drovandi, Anthony N. Pettitt, Anthony Lee2015 · 105 citationsStatistical Science 2015, Vol. 30, No. 1, 72-95
Scalable Bayesian Inference for the Inverse Temperature of a Hidden Potts Model1503.08066v3 · Matthew T. Moores, Geoff K. Nicholls, Anthony N. Pettitt et al.2015 · 25 citationsarXiv
Quantifying uncertainty in parameter estimates for stochastic models of collective cell spreading using approximate Bayesian computation.25747415 · Vo, Brenda N, Drovandi, Christopher C, Pettitt, Anthony N et al.2016 · 61 citationsMathematical biosciences. 2015;263:133-42
Investigation of the widely applicable Bayesian information criterion1501.05447v2 · N. Friel, J.P. McKeone, C.J. Oates et al.2015 · 29 citationsarXiv
Model choice problems using approximate Bayesian computation with applications to pathogen transmission data sets.25303085 · Lee, Xing Ju, Drovandi, Christopher C, Pettitt, Anthony N2015 · 15 citationsBiometrics. 2015;71(1):198-207
Scalable iterative methods for sampling from massive Gaussian random vectors1312.1476v1 · Daniel P. Simpson, Ian W. Turner, Christopher M. Strickland et al.2013 · 6 citationsarXiv
Bayesian experimental design for models with intractable likelihoods.24131221 · Drovandi, Christopher C, Pettitt, Anthony N2014 · 56 citationsBiometrics. 2013;69(4):937-48
Incorporating adverse event relatedness into dose-finding clinical trial designs.24122859 · Darssan, Darsy, Thompson, Mery H, Pettitt, Anthony N2014 · 3 citationsStatistics in medicine. 2014;33(7):1146-61
Importance Nested Sampling and the MultiNest Algorithm1306.2144v3 · F. Feroz, M.P. Hobson, E. Cameron et al.2013 · 974 citationsarXivon Valency
Recursive Pathways to Marginal Likelihood Estimation with Prior-Sensitivity Analysis1301.6450v3 · Ewan Cameron, Anthony Pettitt2013 · 47 citationsStatistical Science 2014, Vol. 29, No. 3, 397-419
A sequential Monte Carlo approach to derive sampling times and windows for population pharmacokinetic studies.22847735 · McGree, J M, Drovandi, C C, Pettitt, A N2013 · 10 citationsJournal of pharmacokinetics and pharmacodynamics. 2012;39(5):519-26
Use of Bayesian MUNE to show differing rate of loss of motor units in subgroups of ALS.22608482 · Baumann, F, Henderson, R D, Ridall, P G et al.2013 · 18 citationsClinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology. 2012;123(12):2446-53
The relationship between Bayesian motor unit number estimation and histological measurements of motor neurons in wild-type and SOD1(G93A) mice.22521362 · Ngo, S T, Baumann, F, Ridall, P G et al.2012 · 53 citationsClinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology. 2012;123(10):2080-91
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.22520163 · Baumann, F, Henderson, R D, Gareth Ridall, P et al.2012 · 28 citationsClinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology. 2012;123(10):2092-8
Approximate Bayesian Computation for Astronomical Model Analysis: A Case Study in Galaxy Demographics and Morphological Transformation at High Redshift1202.1426v2 · E. Cameron, A. N. Pettitt2012 · 112 citationsarXiv
Driving performance impairments due to hypovigilance on monotonous roads.21819833 · Larue, Grégoire S, Rakotonirainy, Andry, Pettitt, Anthony N2011 · 183 citationsAccident; analysis and prevention. 2011;43(6):2037-2046
Estimation of parameters for macroparasite population evolution using approximate bayesian computation.20345496 · Drovandi, C C, Pettitt, A N2011 · 233 citationsBiometrics. 2011;67(1):225-33
Biomarkers of disease in a case of familial lower motor neuron ALS.20429685 · Baumann, Fusun, Rose, Stephen E, Nicholson, Garth A et al.2011 · 11 citationsAmyotrophic lateral sclerosis : official publication of the World Federation of Neurology Research Group on Motor Neuron Diseases. 2010;11(5):486-9
Real-time performance modelling of a Sustained Attention to Response Task.20865604 · Larue, Grégoire S, Rakotonirainy, Andry, Pettitt, Anthony N2011 · 28 citationsErgonomics. 2010;53(10):1205-16
Classification using distance nearest neighbours1004.3925v2 · Nial Friel, Anthony N. Pettitt2010 · 17 citationsarXiv
Modeling length of stay in hospital and other right skewed data: comparison of phase-type, gamma and log-normal distributions.20667062 · Faddy, Malcolm, Graves, Nicholas, Pettitt, Anthony2010 · 138 citationsValue in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research. 2009;12(2):309-14
Biological basis for motor unit number estimation through Bayesian statistical analysis of the stimulus-response curve.20715365 · McCombe, P A, Henderson, R D, Ridall, P G et al.2010 · 4 citationsSupplements to Clinical neurophysiology. 2009;60:39-45
Bayesian analysis of the stimulus-response curve.20715366 · Ridall, P G, Pettitt, A N, McCombe, P A et al.2010 · 0 citationsSupplements to Clinical neurophysiology. 2009;60:47-56
Results of Bayesian statistical analysis in normal and ALS subjects.20715367 · Henderson, R D, Ridall, P G, Pettitt, A N et al.2010 · 5 citationsSupplements to Clinical neurophysiology. 2009;60:57-63
Overcrowding and understaffing in modern health-care systems: key determinants in meticillin-resistant Staphylococcus aureus transmission.18582835 · Clements, Archie, Halton, Kate, Graves, Nicholas et al.2008 · 206 citationsThe Lancet. Infectious diseases. 2008;8(7):427-34
Using samples to estimate the sensitivity and specificity of a surveillance process.18510466 · McBryde, Emma S, Kelly, Heath, Marshall, Caroline et al.2008 · 3 citationsInfection control and hospital epidemiology. 2008;29(6):559-63
Multivariate Markov process models for the transmission of methicillin-resistant Staphylococcus aureus in a hospital ward.18047536 · Drovandi, C C, Pettitt, A N2009 · 16 citationsBiometrics. 2008;64(3):851-859
Characterizing an outbreak of vancomycin-resistant enterococci using hidden Markov models.17360254 · McBryde, E S, Pettitt, A N, Cooper, B S et al.2007 · 36 citationsJournal of the Royal Society, Interface. 2007;4(15):745-54
Bayesian statistical MUNE method.17487869 · Henderson, Robert D, Ridall, P Gareth, Hutchinson, Nicole M et al.2007 · 59 citationsMuscle & nerve. 2007;36(2):206-13
Motor unit number estimation--a Bayesian approach.17156299 · Ridall, P Gareth, Pettitt, Anthony N, Henderson, Robert D et al.2007 · 72 citationsBiometrics. 2006;62(4):1235-50
A stochastic mathematical model of methicillin resistant Staphylococcus aureus transmission in an intensive care unit: predicting the impact of interventions.17188714 · McBryde, E S, Pettitt, A N, McElwain, D L S2007 · 131 citationsJournal of theoretical biology. 2007;245(3):470-81
Bayesian inference of hospital-acquired infectious diseases and control measures given imperfect surveillance data.16926230 · Forrester, M L, Pettitt, A N, Gibson, G J2007 · 71 citationsBiostatistics (Oxford, England). 2007;8(2):383-401
The stimulus-response curve and motor unit variability in normal subjects and subjects with amyotrophic lateral sclerosis.16634059 · Henderson, R D, Ridall, G R, Pettitt, A N et al.2006 · 52 citationsMuscle & nerve. 2006;34(1):34-43
Bayesian modelling of an epidemic of severe acute respiratory syndrome.16802088 · McBryde, E S, Gibson, G, Pettitt, A N et al.2006 · 26 citationsBulletin of mathematical biology. 2006;68(4):889-917
Use of stochastic epidemic modeling to quantify transmission rates of colonization with methicillin-resistant Staphylococcus aureus in an intensive care unit.16092739 · Forrester, Marie, Pettitt, Anthony N2005 · 67 citationsInfection control and hospital epidemiology. 2005;26(7):598-606
Smoothing a discrete hazard function for the number of patients colonized with Methicillin-resistant Staphylococcus Aureus in an intensive care unit.15083481 · Ismail, Noor Azina, Pettitt, A N2004 · 3 citationsStatistics in medicine. 2004;23(8):1247-58
'Online' monitoring and retrospective analysis of hospital outcomes based on a scan statistic.12953285 · Ismail, Noor Azina, Pettitt, A N, Webster, R A2004 · 26 citationsStatistics in medicine. 2003;22(18):2861-76
High incentive effects on vigilance performance during 72 hours of total sleep deprivation.3984776 · Horne, J A, Pettitt, A N1985 · 157 citationsActa psychologica. 1985;58(2):123-39
Fitting a sinusoid to biological rhythm data using ranks.6487719 · Pettitt, A N1984 · 8 citationsBiometrics. 1984;40(2):295-300
Career total: 248 works. 52 are in this corpus.Showing the 50 most recent.
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