Works by Drovandi, Christopher

Results: 59

Synthetic Likelihood in Misspecified Models.

Published in:

Journal of the American Statistical Association, 2025, v. 120, n. 550, p. 884, doi. 10.1080/01621459.2024.2370594

By:

Frazier, David T.;
Nott, David J.;
Drovandi, Christopher

Publication type:

Article

Slow Recovery of Excitability Increases Ventricular Fibrillation Risk as Identified by Emulation.

Published in:

Frontiers in Psychology, 2018, p. N.PAG, doi. 10.3389/fphys.2018.01114

By:

Lawson, Brodie A.;
Burrage, Kevin;
Burrage, Pamela;
Drovandi, Christopher C.;
Bueno-Orovio, Alfonso

Publication type:

Article

Many leveled ordinal models for frequency of alcohol and drug use.

Published in:

American Journal of Drug & Alcohol Abuse, 2023, v. 49, n. 5, p. 566, doi. 10.1080/00952990.2023.2213868

By:

Chambers, Mark S.;
Drovandi, Christopher

Publication type:

Article

An efficient algorithm for estimating brain covariance networks.

Published in:

PLoS ONE, 2018, v. 13, n. 7, p. 1, doi. 10.1371/journal.pone.0198583

By:

Cespedes, Marcela I.;
McGree, James;
Drovandi, Christopher C.;
Mengersen, Kerrie;
Doecke, James D.;
Fripp, Jurgen;
null, null

Publication type:

Article

LooplessFluxSampler: an efficient toolbox for sampling the loopless flux solution space of metabolic models.

Published in:

BMC Bioinformatics, 2024, v. 25, n. 1, p. 1, doi. 10.1186/s12859-023-05616-2

By:

Saa, Pedro A.;
Zapararte, Sebastian;
Drovandi, Christopher C.;
Nielsen, Lars K.

Publication type:

Article

Framework for assessing and easing global COVID-19 travel restrictions.

Published in:

Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-10678-y

By:

Le, Thien-Minh;
Raynal, Louis;
Talbot, Octavious;
Hambridge, Hali;
Drovandi, Christopher;
Mira, Antonietta;
Mengersen, Kerrie;
Onnela, Jukka-Pekka

Publication type:

Article

Slow Recovery of Excitability Increases Ventricular Fibrillation Risk as Identified by Emulation.

Published in:

Frontiers in Physiology, 2018, p. N.PAG, doi. 10.3389/fphys.2018.01114

By:

Lawson, Brodie A.;
Burrage, Kevin;
Burrage, Pamela;
Drovandi, Christopher C.;
Bueno-Orovio, Alfonso

Publication type:

Article

Innovative approaches in soil carbon sequestration modelling for better prediction with limited data.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-53516-z

By:

Davoudabadi, Mohammad Javad;
Pagendam, Daniel;
Drovandi, Christopher;
Baldock, Jeff;
White, Gentry

Publication type:

Article

P3‐365: AGE DEPENDENT BAYESIAN NETWORKS REVEAL SPATIO‐TEMPORAL PATTERNS OF NEURODEGENERATION IN HEALTHY AGEING AND ALZHEIMER'S DISEASE.

Published in:

Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2018, v. 14, p. P1228, doi. 10.1016/j.jalz.2018.06.1727

By:

Cespedes, Marcela Ines;
McGree, James M.;
Drovandi, Christopher C.;
Mengersen, Kerrie;
Doecke, James D.;
Fripp, Jurgen

Publication type:

Article

Vector Operations for Accelerating Expensive Bayesian Computations - A Tutorial Guide.

Published in:

Bayesian Analysis, 2022, v. 17, n. 2, p. 593, doi. 10.1214/21-BA1265

By:

Warne, David J.;
Sisson, Scott A.;
Drovandi, Christopher

Publication type:

Article

Ensemble MCMC: Accelerating Pseudo-Marginal MCMC for State Space Models using the Ensemble Kalman Filter.

Published in:

Bayesian Analysis, 2022, v. 17, n. 1, p. 223, doi. 10.1214/20-BA1251

By:

Drovandi, Christopher;
Everitt, Richard G.;
Golightly, Andrew;
Prangle, Dennis

Publication type:

Article

Sequential Bayesian Experimental Design for Implicit Models via Mutual Information.

Published in:

Bayesian Analysis, 2021, v. 16, n. 3, p. 773, doi. 10.1214/20-BA1225

By:

Kleinegesse, Steven;
Drovandi, Christopher;
Gutmann, Michael U.

Publication type:

Article

Particle Methods for Stochastic Differential Equation Mixed Effects Models.

Published in:

Bayesian Analysis, 2021, v. 16, n. 2, p. 575, doi. 10.1214/20-BA1216

By:

Botha, Imke;
Kohn, Robert;
Drovandi, Christopher

Publication type:

Article

Bayesian Parametric Bootstrap for Models with Intractable Likelihoods.

Published in:

Bayesian Analysis, 2019, v. 14, n. 1, p. 211, doi. 10.1214/17-BA1071

By:

Vo, Brenda N.;
Drovandi, Christopher C.;
Pettitt, Anthony N.

Publication type:

Article

Predicting fine‐scale distributions and emergent spatiotemporal patterns from temporally dynamic step selection simulations.

Published in:

Ecography, 2025, v. 2025, n. 2, p. 1, doi. 10.1111/ecog.07421

By:

Forrest, Scott W.;
Pagendam, Dan;
Bode, Michael;
Drovandi, Christopher;
Potts, Jonathan R.;
Perry, Justin;
Vanderduys, Eric;
Hoskins, Andrew J.

Publication type:

Article

The effect of access to a designated interdisciplinary post-acute rehabilitation service on participant outcomes after brain injury.

Published in:

Brain Injury, 2020, v. 34, n. 10, p. 1358, doi. 10.1080/02699052.2020.1802660

By:

Borg, David N.;
Nielsen, Mandy;
Kennedy, Areti;
Drovandi, Christopher;
Beadle, Elizabeth;
Bohan, Jaycie K.;
Watter, Kerrin;
Foster, Michele M.;
Fleming, Jennifer

Publication type:

Article

Bayesian prediction of winning times for elite swimming events.

Published in:

Journal of Sports Sciences, 2022, v. 40, n. 1, p. 24, doi. 10.1080/02640414.2021.1976485

By:

Wu, Paul Pao-Yen;
Garufi, Lawrence;
Drovandi, Christopher;
Mengersen, Kerrie;
Mitchell, Lachlan J.G.;
Osborne, Mark A.;
Pyne, David B.

Publication type:

Article

Analysing the predictive capacity and dose-response of wellness in load monitoring.

Published in:

Journal of Sports Sciences, 2021, v. 39, n. 12, p. 1339, doi. 10.1080/02640414.2020.1870303

By:

Campbell, Patrick G.;
Stewart, Ian B.;
Sirotic, Anita C.;
Drovandi, Christopher;
Foy, Brody H.;
Minett, Geoffrey M.

Publication type:

Article

A Review of Modern Computational Algorithms for Bayesian Optimal Design.

Published in:

International Statistical Review, 2016, v. 84, n. 1, p. 128, doi. 10.1111/insr.12107

By:

Ryan, Elizabeth G.;
Drovandi, Christopher C.;
McGree, James M.;
Pettitt, Anthony N.

Publication type:

Article

Unlocking ensemble ecosystem modelling for large and complex networks.

Published in:

PLoS Computational Biology, 2024, v. 20, n. 3, p. 1, doi. 10.1371/journal.pcbi.1011976

By:

Vollert, Sarah A.;
Drovandi, Christopher;
Adams, Matthew P.

Publication type:

Article

Using History Matching for Prior Choice.

Published in:

Technometrics, 2018, v. 60, n. 4, p. 445, doi. 10.1080/00401706.2017.1421587

By:

Wang, Xueou;
Nott, David J.;
Drovandi, Christopher C.;
Mengersen, Kerrie;
Evans, Michael

Publication type:

Article

Joint-level energetics differentiate isoinertial from speed-power resistance training -- a Bayesian analysis.

Published in:

PeerJ, 2018, p. 1, doi. 10.7717/peerj.4620

By:

Liew, Bernard X. W.;
Drovandi, Christopher C.;
Clifford, Samuel;
Keogh, Justin W. L.;
Morris, Susan;
Netto, Kevin

Publication type:

Article

Relative rate of change in cognitive score network dynamics via Bayesian hierarchical models reveal spatial patterns of neurodegeneration.

Published in:

2020

By:

Cespedes, Marcela I.;
McGree, James M.;
Drovandi, Christopher C.;
Mengersen, Kerrie;
Fripp, Jurgen;
Doecke, James D.

Publication type:

journal article

Hindsight is 2020 vision: a characterisation of the global response to the COVID-19 pandemic.

Published in:

2020

By:

Warne, David J.;
Ebert, Anthony;
Drovandi, Christopher;
Hu, Wenbiao;
Mira, Antonietta;
Mengersen, Kerrie

Publication type:

journal article

Melanoma Cell Colony Expansion Parameters Revealed by Approximate Bayesian Computation.

Published in:

PLoS Computational Biology, 2015, v. 11, n. 12, p. 1, doi. 10.1371/journal.pcbi.1004635

By:

Vo, Brenda N.;
Drovandi, Christopher C.;
Pettitt, Anthony N.;
Pettet, Graeme J.

Publication type:

Article

Calibration of agent based models for monophasic and biphasic tumour growth using approximate Bayesian computation.

Published in:

Journal of Mathematical Biology, 2024, v. 88, n. 3, p. 1, doi. 10.1007/s00285-024-02045-4

By:

Wang, Xiaoyu;
Jenner, Adrianne L.;
Salomone, Robert;
Warne, David J.;
Drovandi, Christopher

Publication type:

Article

EEMtoolbox: A user‐friendly R package for flexible ensemble ecosystem modelling.

Published in:

Methods in Ecology & Evolution, 2025, v. 16, n. 5, p. 921, doi. 10.1111/2041-210X.70032

By:

Pascal, Luz Valerie;
Vollert, Sarah A.;
Bimler, Malyon D.;
Baker, Christopher M.;
Vernet, Maude;
Canessa, Stefano;
Drovandi, Christopher;
Adams, Matthew P.

Publication type:

Article

Adaptive experimental design produces superior and more efficient estimates of predator functional response.

Published in:

PLoS ONE, 2023, v. 18, n. 7, p. 1, doi. 10.1371/journal.pone.0288445

By:

Papanikolaou, Nikos E.;
Moffat, Hayden;
Fantinou, Argyro;
Perdikis, Dionysios P.;
Bode, Michael;
Drovandi, Christopher

Publication type:

Article

Fully Bayesian Experimental Design for Pharmacokinetic Studies.

Published in:

2015

By:

Ryan, Elizabeth G.;
Drovandi, Christopher C.;
Pettitt, Anthony N.

Publication type:

Case Study

Bayesian design methods for improving the effectiveness of ecosystem monitoring.

Published in:

Environmental & Ecological Statistics, 2024, v. 31, n. 4, p. 893, doi. 10.1007/s10651-024-00623-9

By:

Thilan, A. W. L. Pubudu;
Peterson, Erin;
Menéndez, Patricia;
Caley, Julian;
Drovandi, Christopher;
Mellin, Camille;
McGree, James

Publication type:

Article

Ecosystem Knowledge Should Replace Coexistence and Stability Assumptions in Ecological Network Modelling: Ecosystem knowledge should replace...: S. A. Vollert et al.

Published in:

Bulletin of Mathematical Biology, 2025, v. 87, n. 1, p. 1, doi. 10.1007/s11538-024-01407-9

By:

Vollert, Sarah A.;
Drovandi, Christopher;
Adams, Matthew P.

Publication type:

Article

Evidence that heat acclimation training may alter sleep and incidental activity.

Published in:

European Journal of Sport Science, 2023, v. 23, n. 8, p. 1731, doi. 10.1080/17461391.2022.2124386

By:

Osborne, John O.;
Minett, Geoffrey M.;
Stewart, Ian B.;
Trost, Stewart;
Drovandi, Christopher;
Costello, Joseph T.;
Pavey, Toby G.;
Borg, David N.

Publication type:

Article

Bayesian adaptive design: improving the effectiveness of monitoring of the Great Barrier Reef.

Published in:

Ecological Applications, 2016, v. 26, n. 8, p. 2635, doi. 10.1002/eap.1409

By:

Kang, Su Yun;
McGree, James M.;
Drovandi, Christopher C.;
Caley, M. Julian;
Mengersen, Kerrie L.

Publication type:

Article

Bayesian Inference Using Synthetic Likelihood: Asymptotics and Adjustments.

Published in:

Journal of the American Statistical Association, 2023, v. 118, n. 544, p. 2821, doi. 10.1080/01621459.2022.2086132

By:

Frazier, David T.;
Nott, David J.;
Drovandi, Christopher;
Kohn, Robert

Publication type:

Article

Bayesian Estimation of Small Effects in Exercise and Sports Science.

Published in:

2016

By:

Mengersen, Kerrie L.;
Drovandi, Christopher C.;
Robert, Christian P.;
Pyne, David B.;
Gore, Christopher J.

Publication type:

Case Study

Efficient inference and identifiability analysis for differential equation models with random parameters.

Published in:

PLoS Computational Biology, 2022, v. 18, n. 11, p. 1, doi. 10.1371/journal.pcbi.1010734

By:

Browning, Alexander P.;
Drovandi, Christopher;
Turner, Ian W.;
Jenner, Adrianne L.;
Simpson, Matthew J.

Publication type:

Article

Computationally efficient mechanism discovery for cell invasion with uncertainty quantification.

Published in:

PLoS Computational Biology, 2022, v. 18, n. 11, p. 1, doi. 10.1371/journal.pcbi.1010599

By:

VandenHeuvel, Daniel J.;
Drovandi, Christopher;
Simpson, Matthew J.

Publication type:

Article

Estimating mosquito abundance and population suppression in an incompatible insect technique study.

Published in:

Journal of Applied Ecology, 2023, v. 60, n. 9, p. 1803, doi. 10.1111/1365-2664.14465

By:

Griffin, Lachlan;
Pagendam, Daniel;
Drovandi, Christopher;
Trewin, Brendan;
Beebe, Nigel W.

Publication type:

Article

Alive SMC<sup>2</sup>: Bayesian model selection for low-count time series models with intractable likelihoods.

Published in:

Biometrics, 2016, v. 72, n. 2, p. 344, doi. 10.1111/biom.12449

By:

Drovandi, Christopher C.;
McCutchan, Roy A.

Publication type:

Article

Model choice problems using approximate Bayesian computation with applications to pathogen transmission data sets.

Published in:

Biometrics, 2015, v. 71, n. 1, p. 198, doi. 10.1111/biom.12249

By:

Lee, Xing Ju;
Drovandi, Christopher C.;
Pettitt, Anthony N.

Publication type:

Article

Bayesian Experimental Design for Models with Intractable Likelihoods.

Published in:

Biometrics, 2013, v. 69, n. 4, p. 937, doi. 10.1111/biom.12081

By:

Drovandi, Christopher C.;
Pettitt, Anthony N.

Publication type:

Article

Bronchiectasis - Exercise as Therapy (BREATH): rationale and study protocol for a multi-center randomized controlled trial.

Published in:

2022

By:

Jones, Taryn;
O'Grady, Kerry-Ann F.;
Goyal, Vikas;
Masters, Ian B.;
McCallum, Gabrielle;
Drovandi, Christopher;
Lung, Thomas;
Baque, Emmah;
Brookes, Denise S. K.;
Terranova, Caroline O.;
Chang, Anne B.;
Trost, Stewart G.

Publication type:

journal article

The Utility of Mixed Models in Sport Science: A Call for Further Adoption in Longitudinal Data Sets.

Published in:

International Journal of Sports Physiology & Performance, 2022, v. 17, n. 8, p. 1289, doi. 10.1123/ijspp.2021-0496

By:

Newans, Tim;
Bellinger, Phillip;
Drovandi, Christopher;
Buxton, Simon;
Minahan, Clare

Publication type:

Article

The Effects of Daily Cold-Water Recovery and Postexercise Hot-Water Immersion on Training-Load Tolerance During 5 Days of Heat-Based Training.

Published in:

International Journal of Sports Physiology & Performance, 2020, v. 15, n. 5, p. 639, doi. 10.1123/ijspp.2019-0313

By:

Borg, David N.;
Stewart, Ian B.;
Osborne, John O.;
Drovandi, Christopher;
Costello, Joseph T.;
Stanley, Jamie;
Minett, Geoffrey M.

Publication type:

Article

Estimating a novel stochastic model for within-field disease dynamics of banana bunchy top virus via approximate Bayesian computation.

Published in:

PLoS Computational Biology, 2020, v. 16, n. 5, p. 1, doi. 10.1371/journal.pcbi.1007878

By:

Varghese, Abhishek;
Drovandi, Christopher;
Mira, Antonietta;
Mengersen, Kerrie

Publication type:

Article

Improving the Accuracy of Marginal Approximations in Likelihood-Free Inference via Localization.

Published in:

Journal of Computational & Graphical Statistics, 2024, v. 33, n. 1, p. 101, doi. 10.1080/10618600.2023.2223574

By:

Drovandi, Christopher;
Nott, David J.;
Frazier, David T.

Publication type:

Article

Efficient Bayesian Synthetic Likelihood With Whitening Transformations.

Published in:

Journal of Computational & Graphical Statistics, 2022, v. 31, n. 1, p. 50, doi. 10.1080/10618600.2021.1979012

By:

Priddle, Jacob W.;
Sisson, Scott A.;
Frazier, David T.;
Turner, Ian;
Drovandi, Christopher

Publication type:

Article

Robust Approximate Bayesian Inference With Synthetic Likelihood.

Published in:

Journal of Computational & Graphical Statistics, 2021, v. 30, n. 4, p. 958, doi. 10.1080/10618600.2021.1875839

By:

Frazier, David T.;
Drovandi, Christopher

Publication type:

Article

Accelerating Bayesian Synthetic Likelihood With the Graphical Lasso.

Published in:

Journal of Computational & Graphical Statistics, 2019, v. 28, n. 2, p. 471, doi. 10.1080/10618600.2018.1537928

By:

An, Ziwen;
South, Leah F.;
Nott, David J.;
Drovandi, Christopher C.

Publication type:

Article

A Sequential Monte Carlo Algorithm to Incorporate Model Uncertainty in Bayesian Sequential Design.

Published in:

Journal of Computational & Graphical Statistics, 2014, v. 23, n. 1, p. 3, doi. 10.1080/10618600.2012.730083

By:

Drovandi, Christopher C.;
McGree, James M.;
Pettitt, Anthony N.

Publication type:

Article