Current > Research Centres > ARC Centre of Excellence for Mathematical & Statistical Frontiers (ACEMS)

Up a level
Export as [feed] Atom [feed] RSS 1.0 [feed] RSS 2.0
Group by: Item Type | Date | No Grouping
Number of items at this level: 107.

Book Chapter

Burrage, Kevin, Burrage, Pamela, Leier, Andre, & Marquez-Lago, Tatiana (2017) A review of stochastic and delay simulation approaches in both time and space in Computational Cell Biology. In Holcman, David (Ed.) Stochastic Dynamical Systems in Cellular Biology: Multiscale Modeling, Asymptotics and Numerical Methods. Springer. (In Press)

Johnson, Sandra, Mengersen, Kerrie, Ormsby, Michael, & Whittle, Peter (2015) Using Bayesian networks to model surveillance in complex plant and animal health systems. In Jarrad, Frith, Low-Choy, Samantha, & Mengersen, Kerrie (Eds.) Biosecurity Surveillance - Quantitative Approaches. CABI, Wallingford, Oxenford, United Kingdom, pp. 278-295.

Journal Article

Auestad, Øyvind F., Gravdahl, Jan T., Perez, Tristan, Sorensen, Asgeir J., & Espeland, Trygve H. (2015) Boarding control system for improved accessibility to offshore wind turbines: Full-scale testing. Control Engineering Practice, 45, pp. 207-218.
Number of citations in Scopus 1

Barrio, Manuel, Burrage, Kevin, & Burrage, Pamela (2015) Stochastic linear multistep methods for the simulation of chemical kinetics. The Journal of Chemical Physics, 142, 064101-1.

Bednarz, Tomasz, Patterson, John C., Lei, Chengwang, & Ozoe, Hiroyuki (2009) Enhancing natural convection in a cube using a strong magnetic field — Experimental heat transfer rate measurements and flow visualization. International Communications in Heat and Mass Transfer, 36(8), pp. 781-786.
Number of citations in Scopus 23
Number of citations in Web of Science® 23

Bednarz, Tomasz P., Lin, Wenxian, Patterson, John C., Lei, Chengwang, & Armfield, Steven W. (2009) Scaling for unsteady thermo-magnetic convection boundary layer of paramagnetic fluids of Pr>1 in micro-gravity conditions. International Journal of Heat and Fluid Flow, 30(6), pp. 1157-1170.
Number of citations in Scopus 17
Number of citations in Web of Science® 11

Brown, Elizabeth, Owen, Rebecca, Harden, Fiona, Mengersen, Kerrie, Oestreich, Kimberley, Houghton, Whitney, et al. (2015) Predicting the need for adaptive radiotherapy in head and neck cancer. Radiotherapy & Oncology, 116(1), pp. 57-63.
Number of full-text downloads 18
Number of citations in Scopus 9
Number of citations in Web of Science® 9

Brown, Ross A., Bruza, Peter D., Heard, Wesley, Mengersen, Kerrie, & Murray, Justine (2016) On the (virtual) getting of wisdom: immersive 3D interfaces for eliciting spatial information from experts. Spatial Statistics. (In Press)

Burrage, Kevin, Burrage, Pamela, Donovan, Diane, & Thompson, Bevan (2015) Populations of models, experimental designs and coverage of parameter space by Latin Hypercube and Orthogonal Sampling. Procedia Computer Science, 51, pp. 1762-1771.
Number of full-text downloads 28
Number of citations in Scopus 2
Number of citations in Web of Science® 3

Buys, Laurie, Vine, Desley, Ledwich, Gerard, Bell, John, Mengersen, Kerrie, Morris, Peter, et al. (2015) A framework for understanding and generating integrated solutions for residential peak energy demand. PLOS ONE, 10(3), e0121195.
Number of full-text downloads 124
Number of citations in Scopus 2
Number of citations in Web of Science® 1

Caley, M. Julian, O'Leary, Rebecca A., Fisher, Rebecca, Low-Choy, Samantha, Johnson, Sandra, & Mengersen, Kerrie (2014) What is an expert? A systems perspective on expertise. Ecology and Evolution, 4(3), pp. 231-242.
Number of citations in Scopus 6
Number of citations in Web of Science® 4

Cano, Jorge, Moraga, Paula, Nikolay, Birgit, Rebollo, Maria P., Okorie, Patricia N., Davies, Emmanuel, et al. (2015) An investigation of the disparity in estimates of microfilaraemia and antigenaemia in lymphatic filariasis surveys. Transactions of The Royal Society of Tropical Medicine and Hygiene, 109(8), pp. 529-531.
Number of full-text downloads 8
Number of citations in Scopus 3
Number of citations in Web of Science® 3

Carr, E.J., Perré, P., & Turner, I.W. (2016) The extended distributed microstructure model for gradient-driven transport: A two-scale model for bypassing effective parameters. Journal of Computational Physics, 327, pp. 810-829.

Carr, Elliot Joseph, Turner, Ian, & Perre, Patrick (2017) Macroscale modelling of multilayer diffusion: Using volume averaging to correct the boundary conditions. Applied Mathematical Modelling, 47, pp. 600-618.

Carr, Elliot Joseph & Turner, Ian William (2016) A semi-analytical solution for multilayer diffusion in a composite medium consisting of a large number of layers. Applied Mathematical Modelling, 40(15-16), pp. 7034-7050.
Number of citations in Web of Science® 2

Cespedes, Marcela I., Fripp, Jurgen, McGree, James M., Drovandi, Christopher C., Mengersen, Kerrie, & Doecke, James D. (2017) Comparisons of neurodegeneration over time between healthy ageing and Alzheimer's disease cohorts via Bayesian inference. BMJ Open, 7, Article number-e012174.
Number of full-text downloads 3

Chen, S., Jiang, X., Liu, F., & Turner, I. (2015) High order unconditionally stable difference schemes for the Riesz space-fractional telegraph equation. Journal of Computational and Applied Mathematics, 278, pp. 119-129.
Number of citations in Scopus 6
Number of citations in Web of Science® 6

Chen, S., Liu, F., Jiang, X., Turner, I., & Anh, V. (2015) A fast semi-implicit difference method for a nonlinear two-sided space-fractional diffusion equation with variable diffusivity coefficients. Applied Mathematics and Computation, 257, pp. 591-601.
Number of full-text downloads 1
Number of citations in Scopus 1
Number of citations in Web of Science® 14

Cramb, Susanna, Baade, Peter, White, Nicole M, Ryan, Louise M, & Mengersen, Kerrie L (2015) Inferring lung cancer risk factor patterns through joint Bayesian spatio-temporal analysis. Cancer Epidemiol, 39(3), pp. 430-439.
Number of full-text downloads 5
Number of citations in Scopus 2
Number of citations in Web of Science® 1

Cusimano, Nicole, Bueno-Orovio, Alfonso, Turner, Ian, & Burrage, Kevin (2015) On the order of the fractional Laplacian in determining the spatio-temporal evolution of a space-fractional model of cardiac electrophysiology. PLoS ONE, 10(12), e0143938.
Number of full-text downloads 24
Number of citations in Scopus 2
Number of citations in Web of Science® 2

Diggle, Peter J., Moraga, Paula, Rowlingson, Barry, & Taylor, Benjamin M. (2013) Spatial and spatio-temporal log-Gaussian Cox processes: Extending the geostatistical paradigm. Statistical Science, 28(4), pp. 542-563.
Number of full-text downloads 8
Number of citations in Scopus 21
Number of citations in Web of Science® 20

Dorr, Gary J., Kempthorne, Daryl, Mayo, Lisa C., Forster, W. Alison, Zabkiewicz, Jerzy A., McCue, Scott W., et al. (2014) Towards a model of spray-canopy interactions : interception, shatter, bounce and retention of droplets on horizontal leaves. Ecological Modelling, 290, pp. 94-101.
Number of full-text downloads 16
Number of citations in Scopus 15
Number of citations in Web of Science® 14

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 437
Number of citations in Scopus 4
Number of citations in Web of Science® 3

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 481

Duncan, Earl, White, Nicole, & Mengersen, Kerrie (2016) Bayesian spatio-temporal modeling for identifying unusual and unstable trends in mammography utilization. BMJ Open, 6(5), e010253.

Farquhar, Megan E., Moroney, Timothy J., Yang, Qianqian, & Turner, Ian W. (2016) GPU accelerated algorithms for computing matrix function vector products with applications to exponential integrators and fractional diffusion. SIAM Journal on Scientific Computing, 38(3), C127-C149.
Number of citations in Scopus 1

Farr, Anna Charisse, Ruggeri, Fabrizio, & Mengersen, Kerrie (2015) Prior and posterior linear pooling for combining expert opinions: Uses and impact on Bayesian Networks. Decision Support Systems. (In Press)

Farr, Anna Charisse, Simpson, Daniel, Ruggeri, Fabrizio, & Mengersen, Kerrie (2014) Combining opinions for use in Bayesian networks: A measurement error approach. PLoS One. (In Press)
Number of full-text downloads 88

Feng, L.B., Zhuang, P., Liu, F., & Turner, I. (2015) Stability and convergence of a new finite volume method for a two-sided space-fractional diffusion equation. Applied Mathematics and Computation, 257, pp. 52-65.
Number of full-text downloads 58
Number of citations in Scopus 9
Number of citations in Web of Science® 9

Frieden, Jennifer C., Peterson, Erin E., Webb, J. Angus, & Negus, Peter M. (2014) Improving the predictive power of spatial statistical models of stream macroinvertebrates using weighted autocovariance functions. Environmental Modelling & Software, 60, 320- 330.
Number of citations in Scopus 7
Number of citations in Web of Science® 5

Gonzalez, Luis F., Montes, Glen, Puig, Eduard, Johnson, Sandra, Mengersen, Kerrie, & Gaston, Kevin J. (2016) Unmanned Aerial Vehicles (UAVs) and artificial intelligence revolutionizing wildlife monitoring and conservation. Sensors, 16(1), Article-97.
Number of full-text downloads 41
Number of citations in Scopus 12
Number of citations in Web of Science® 7

Hagan, José E., Moraga, Paula, Costa, Federico, Capian, Nicolas, Ribeiro, Guilherme S., Wunder Jr., Elsio A., et al. (2016) Spatiotemporal determinants of urban leptospirosis transmission: Four-year prospective cohort study of slum residents in Brazil. PLoS Neglected Tropical Diseases, 10(1), e0004275.
Number of citations in Scopus 6
Number of citations in Web of Science® 5

Hoef, Jay M. Ver, Peterson, Erin E., & Theobald, David (2006) Spatial statistical models that use flow and stream distance. Environmental and Ecological Statistics, 13(4), pp. 449-464.
Number of citations in Scopus 91
Number of citations in Web of Science® 59

Hoef, Jay Ver, Peterson, Erin, Clifford, David, & Shah, Rohan (2014) SSN: An R package for spatial statistical modeling on stream networks. Journal of Statistical Software, 56(3), pp. 1-45.
Number of full-text downloads 5
Number of citations in Scopus 25

Hu, Wenbiao, Zhang, Wenyi, Huang, Xiaodong, Clements, Archie, Mengersen, Kerrie, & Tong, Shilu (2014) Weather variability and influenza A (H7N9) transmission in Shanghai, China: A Bayesian spatial analysis. Environmental Research, 136, pp. 405-412.
Number of citations in Scopus 5
Number of citations in Web of Science® 3

Isaak, Daniel J., Luce, Charles H., Rieman, Bruce E., Nagel, David E., Peterson, Erin E., Horan, Dona L., et al. (2010) Effects of climate change and wildfire on stream temperatures and salmonid thermal habitat in a mountain river network. Ecological Applications, 20(5), pp. 1350-1371.
Number of citations in Scopus 142
Number of citations in Web of Science® 131

Isaak, Daniel J., Peterson, Erin E., Ver Hoef, Jay M., Wenger, Seth J., Falke, Jeffrey A., Torgersen, Christian E., et al. (2014) Applications of spatial statistical network models to stream data. Wiley Interdisciplinary Reviews: Water, 1(3), pp. 277-294.

Johansen, Tor Arne, Perez, Tristan, & Cristofaro, Andrea (2016) Ship collision avoidance and COLREGS compliance using simulation-based control behavior selection with predictive hazard assessment. IEEE Transactions on Intelligent Transportation Systems. (In Press)
Number of citations in Scopus 1

Johnson, Sandra, Logan, Murray, Fox, David, Kirkwood, John, Pinto, Uthpala, & Mengersen, Kerrie (2016) Environmental decision-making using Bayesian networks: Creating an environmental report card. Applied Stochastic Models in Business and Industry.

Kang, Su Yun, Cramb, Susanna, White, Nicole, Ball, Stephen J., & Mengersen, Kerrie (2016) Making the most of spatial information in health: A tutorial in Bayesian disease mapping for areal data. Geospatial Health, 11(2), pp. 190-198.
Number of full-text downloads 59

Kang, Su Yun, McGree, James, & Mengersen, Kerrie (2015) Bayesian hierarchical models for analysing spatial point-based data at a grid level: A comparison of approaches. Environmental and Ecological Statistics, 2(2), pp. 297-327.
Number of full-text downloads 10
Number of citations in Scopus 1

Kempthorne, Daryl, Turner, Ian W., Belward, John A., McCue, Scott W., Barry, Mark, Young, Joseph A., et al. (2015) Surface reconstruction of wheat leaf morphology from three-dimensional scanned data. Functional Plant Biology, 42(5), pp. 444-451.
Number of full-text downloads 89
Number of citations in Scopus 8
Number of citations in Web of Science® 7

Lagerstrom, Ryan, Arzhaeva, Yulia, Szul, Piotr, Obst, Oliver, Power, Robert, Robinson, Bella, et al. (2016) Image classification to support emergency situation awareness. Frontiers in Robotics and AI, 3, Article 54.
Number of full-text downloads 46

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.
Number of citations in Scopus 1

Lawson, A.B., Rotejanaprasert, C., Moraga, P., & Choi, J. (2015) A shared neighbor conditional autoregressive model for small area spatial data. Environmetrics, 26(6), pp. 383-392.

Lawson, Brodie A.J. & Flegg, Mark B. (2016) A mathematical model for the induction of the mammalian ureteric bud. Journal of Theoretical Biology, 394, pp. 43-56.
Number of full-text downloads 1

Lawson, Brodie A.J. & Pettet, Graeme J. (2017) Space-limited mitosis in the Glazier–Graner–Hogeweg Model. Bulletin of Mathematical Biology, 79(1), pp. 1-20.

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 39
Number of citations in Scopus 2
Number of citations in Web of Science® 2

Lewis, Jim, Mengersen, Kerrie, Buys, Laurie, Vine, Desley, Bell, John M., Morris, Peter, et al. (2015) Systems modelling of the socio-technical aspects of residential electricity use and network peak demand. PLoS ONE, 10(7), e0134086.
Number of full-text downloads 25

Li, J., Liu, F., Feng, L., & Turner, I. (2017) A novel finite volume method for the Riesz space distributed-order advection–diffusion equation. Applied Mathematical Modelling, 46, pp. 536-553.
Number of full-text downloads 4

Liu, F., Zhuang, P., Turner, I., Anh, V., & Burrage, K. (2015) A semi-alternating direction method for a 2-D fractional FitzHugh–Nagumo monodomain model on an approximate irregular domain. Journal of Computational Physics, 293, pp. 252-263.
Number of citations in Scopus 16
Number of citations in Web of Science® 11

Liu, QingXia, Liu, Fawang, Gu, YuanTong, Zhuang, Pinghui, Chen, J., & Turner, Ian (2015) A meshless method based on Point Interpolation Method (PIM) for the space fractional diffusion equation. Applied Mathematics and Computation, 256, pp. 930-938.
Number of full-text downloads 4
Number of citations in Scopus 9
Number of citations in Web of Science® 8

Mayo, Lisa C., McCue, Scott W., Moroney, Timothy J., Forster, W. Alison, Kempthorne, Daryl M., Belward, John A., et al. (2015) Simulating droplet motion on virtual leaf surfaces. Royal Society Open Science, 2(5), p. 140528.
Number of full-text downloads 39
Number of citations in Scopus 3
Number of citations in Web of Science® 2

McGree, James, Drovandi, Christopher C., White, Gentry, & Pettitt, Anthony N. (2016) A pseudo-marginal sequential Monte Carlo algorithm for random effects models in Bayesian sequential design. Statistics and Computing, 26(5), pp. 1121-1136.

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

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.
Number of full-text downloads 23
Number of citations in Scopus 1
Number of citations in Web of Science® 2

Moores, Matthew T., Hargrave, Catriona E., Deegan, Timothy, Poulsen, Michael, Harden, Fiona, & Mengersen, Kerrie (2015) An external field prior for the hidden Potts model with application to cone-beam computed tomography. Computational Statistics and Data Analysis, 86, pp. 27-41.
Number of full-text downloads 9
Number of citations in Scopus 1
Number of citations in Web of Science® 1

Moraga, Paula, Cano, Jorge, Baggaley, Rebecca F., Gyapong, John O., Njenga, Sammy M., Nikolay, Birgit, et al. (2015) Modelling the distribution and transmission intensity of lymphatic filariasis in sub-Saharan Africa prior to scaling up interventions: Integrated use of geostatistical and mathematical modelling. Parasites and Vectors, 8(1), Article No. 560.
Number of citations in Scopus 2

Moraga, Paula & Kulldorff, Martin (2016) Detection of spatial variations in temporal trends with a quadratic function. Statistical Methods in Medical Research, 25(4), pp. 1422-1437.

Moraga, Paula & Lawson, Andrew B. (2012) Gaussian component mixtures and CAR models in Bayesian disease mapping. Computational Statistics and Data Analysis, 56(6), pp. 1417-1433.
Number of citations in Scopus 3
Number of citations in Web of Science® 3

Moraga, Paula & Montes, Francisco (2011) Detection of spatial disease clusters with LISA functions. Statistics in Medicine, 30(10), pp. 1057-1071.
Number of citations in Scopus 3
Number of citations in Web of Science® 3

Moraga, Paula & Ozonoff, Al (2015) Model-based imputation of missing data from the 122 Cities Mortality Reporting System (122 CMRS). Stochastic Environmental Research and Risk Assessment, 29(5), pp. 1499-1507.

Musafer, G. Nishani & Thompson, M. Helen (2017) Non-linear optimal multivariate spatial design using spatial vine copulas. Stochastic Environmental Research and Risk Assessment, 31(2), pp. 551-570.

Musafer, G. Nishani, Thompson, M. Helen, Kozan, E., & Wolff, R. C. (2017) Spatial pair-copula modeling of grade in ore bodies: A case study. Natural Resources Research, 26(2), pp. 223-236.

Nott, David J., Drovandi, Christopher C., Mengersen, Kerrie, & Evans, Michael (2016) Approximation of Bayesian predictive p-values with regression ABC. Bayesian Analysis. (In Press)

Pagendam, D.E., Kuhnert, P.M., Leeds, W.B., Wikle, C.K., Bartley, R., & Peterson, E.E. (2014) Assimilating catchment processes with monitoring data to estimate sediment loads to the Great Barrier Reef. Environmetrics, 25(4), pp. 214-229.
Number of citations in Scopus 3
Number of citations in Web of Science® 3

Peterson, Erin & Hoef, Jay Ver (2014) STARS: An ArcGIS toolset used to calculate the spatial information needed to fit spatial statistical models to stream network data. Journal of Statistical Software, 56(2), pp. 1-17.
Number of full-text downloads 9
Number of citations in Scopus 21

Peterson, Erin E., Merton, Andrew A., Theobald, David M., & Urquhart, N. Scott (2006) Patterns of spatial autocorrelation in stream water chemistry. Environmental Monitoring and Assessment, 121(1), pp. 571-596.
Number of citations in Scopus 21
Number of citations in Web of Science® 24

Peterson, Erin E., Theobald, David M., & ver Hoef, Jay M. (2007) Geostatistical modelling on stream networks: Developing valid covariance matrices based on hydrologic distance and stream flow. Freshwater Biology, 52(2), pp. 267-279.
Number of citations in Scopus 51
Number of citations in Web of Science® 48

Peterson, Erin E. & Urquhart, N. Scott (2006) Predicting water quality impaired stream segments using landscape-scale data and a regional geostatistical model: A case study in Maryland. Environmental Monitoring and Assessment, 121(1), pp. 615-638.
Number of citations in Scopus 16
Number of citations in Web of Science® 13

Peterson, Erin E. & ver Hoef, Jay M. (2010) A mixed-model moving-average approach to geostatistical modeling in stream networks. Ecology, 91(3), pp. 644-651.
Number of citations in Scopus 50
Number of citations in Web of Science® 40

Peterson, Erin E., ver Hoef, Jay M., Isaak, Dan J., Falke, Jeffrey A., Fortin, Marie-Josee, Jordan, Chris E., et al. (2013) Modelling dendritic ecological networks in space: An integrated network perspective. Ecology Letters, 16(5), pp. 707-719.
Number of citations in Scopus 51
Number of citations in Web of Science® 44

Pitchforth, Jegar, Wu, Paul P., & Mengersen, Kerrie (2014) Applying a validation framework to a working airport terminal model. Expert Systems with Applications, 41(9), pp. 4388-4400.
Number of full-text downloads 9
Number of citations in Scopus 3
Number of citations in Web of Science® 3

Price, Leah F., Drovandi, Christopher C., Lee, Anthony, & Nott, David J. (2017) Bayesian synthetic likelihood. Journal of Computational and Graphical Statistics. (In Press)

Qin, Shanlin, Liu, Fawang, Turner, Ian, Vegh, Viktor, Yu, Qiang, & Yang, Qianqian (2017) Multi-term time-fractional Bloch equations and application in magnetic resonance imaging. Journal of Computational and Applied Mathematics, 319, pp. 308-319.
Number of full-text downloads 11

Qin, Shanlin, Liu, Fawang, Turner, Ian, Yu, Qiang, Yang, Qianqian, & Vegh, Viktor (2016) Characterization of anomalous relaxation using the time-fractional Bloch equation and multiple echo T2 *-weighted magnetic resonance imaging at 7T. Magnetic Resonance in Medicine. (In Press)

Reddan, Tristan, Corness, Jonathan, Mengersen, Kerrie, & Harden, Fiona (2016) Sonographic diagnosis of acute appendicitis in children: A 3-year retrospective. Sonography, 3(3), pp. 87-94.

Reddan, Tristan, Corness, Jonathan, Powell, Jennifer, Harden, Fiona, & Mengersen, Kerrie (2016) Stumped? It could be stump appendicitis. Sonography. (In Press)

Ruesch, Aaron S., Torgersen, Christian E., Lawler, Joshua J., Olden, Julian D., Peterson, Erin E., Volk, Carol J., et al. (2012) Projected climate-induced habitat loss for salmonids in the John Day River network, Oregon, U.S.A. Conservation Biology, 26(5), pp. 873-882.
Number of citations in Scopus 41
Number of citations in Web of Science® 39

Ryan, Caitriona M., Drovandi, Christopher C., & Pettitt, Anthony N. (2016) Optimal Bayesian experimental design for models with intractable likelihoods using indirect inference applied to biological process models. Bayesian Analysis, 11(3), pp. 857-883.
Number of full-text downloads 80

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

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.
Number of citations in Scopus 1
Number of citations in Web of Science® 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 31
Number of citations in Web of Science® 5

Simmons, Alex, Burrage, Pamela M., Nicolau Jr, Dan V., Lakhani, Sunil R., & Burrage, Kevin (2017) Environmental factors in breast cancer invasion: A mathematical modelling review. Pathology, 49(2), pp. 172-180.
Number of citations in Scopus 2

Som, Nicholas A., Monestiez, Pascal, Ver Hoef, Jay M., Zimmerman, Dale L., & Peterson, Erin E. (2014) Spatial sampling on streams: Principles for inference on aquatic networks. Environmetrics, 25(5), pp. 306-323.
Number of citations in Scopus 8
Number of citations in Web of Science® 6

Tang, Ming, Li, Tong, Gandhi, Neha S., Burrage, Kevin, & Gu, YuanTong (2017) Heterogeneous nanomechanical properties of type I collagen in longitudinal direction. Biomechanics and Modeling in Mechanobiology. (In Press)

Tierney, Nicholas J., Harden, Fiona A., Harden, Maurice J., & Mengersen, Kerrie L. (2015) Using decision trees to understand structure in missing data. BMJ Open, 5(6), e007450.
Number of full-text downloads 33

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 88
Number of citations in Scopus 1
Number of citations in Web of Science® 1

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 15
Number of citations in Scopus 3
Number of citations in Web of Science® 3

White, Nicole & Mengersen, Kerrie (2016) Predicting health programme participation: A gravity‐based, hierarchical modelling approach. Journal of the Royal Statistical Society: Series C (Applied Statistics), 65(1), pp. 145-166.
Number of full-text downloads 7

Wu, Paul P., Fookes, Clinton B., Pitchforth, Jegar, & Mengersen, Kerrie (2015) A framework for model integration and holistic modelling of socio-technical systems. Decision Support Systems, 71, pp. 14-27.
Number of full-text downloads 58
Number of citations in Scopus 5
Number of citations in Web of Science® 2

Wu, Paul Pao-Yen, Pitchforth, Jegar, & Mengersen, Kerrie (2014) A Hybrid Queue-based Bayesian Network framework for passenger facilitation modelling. Transportation Research Part C: Emerging Technologies, 46, 247- 260.
Number of citations in Scopus 5
Number of citations in Web of Science® 5

Ye, H., Liu, F., Anh, V., & Turner, I. (2015) Numerical analysis for the time distributed-order and Riesz space fractional diffusions on bounded domains. IMA Journal of Applied Mathematics, 80(3), pp. 825-838.
Number of full-text downloads 12
Number of citations in Scopus 1
Number of citations in Web of Science® 9

Zeng, Fanhai, Li, Changpin, Liu, Fawang, & Turner, Ian (2015) Numerical algorithms for time-fractional subdiffusion equation with second-order accuracy. SIAM Journal on Scientific Computing, 37(1), A55-A78.
Number of full-text downloads 89
Number of citations in Scopus 35
Number of citations in Web of Science® 28

Zhao, Y.M., Zhang, Y.D., Liu, F., Turner, I., & Shi, D.Y. (2016) Analytical solution and nonconforming finite element approximation for the 2D multi-term fractional subdiffusion equation. Applied Mathematical Modelling, 40(19-20), pp. 8810-8825.
Number of citations in Scopus 1

Zheng, Minling, Liu, Fawang, Turner, Ian, & Anh, Vo (2015) A Novel High Order Space-Time Spectral Method for the Time Fractional Fokker--Planck Equation. SIAM Journal on Scientific Computing, 37(2), A701-A724.
Number of full-text downloads 105
Number of citations in Scopus 22
Number of citations in Web of Science® 22

van Harve, Zoe, White, Nicole, Rousseau, Judith, & Mengersen, Kerrie (2015) Overfitting Bayesian mixture models with an unknown number of components. PLOS One, 10(7), e0131739.
Number of full-text downloads 13
Number of citations in Scopus 2
Number of citations in Web of Science® 1

ver Hoef, Jay M. & Peterson, Erin E. (2010) A moving average approach for spatial statistical models of stream networks. Journal of the American Statistical Association, 105(489), pp. 6-18.
Number of citations in Scopus 44
Number of citations in Web of Science® 29

Conference Paper

Bednarz, Tomasz, Kim, June, Brown, Ross, James, Allan, Burrage, Kevin, Clifford, Sam, et al. (2016) Virtual reality for conservation. In Proceedings of the 21st International Conference on Web3D Technology, ACM, Anaheim, USA, pp. 177-178.

Filonik, Daniel, Bednarz, Tomasz, Rittenbruch, Markus, & Foth, Marcus (2016) Glance – Generalized geometric primitives and transformations for information visualization in AR/VR environments. In Proceedings - VRCAI 2016: 15th ACM SIGGRAPH Conference on Virtual-Reality Continuum and Its Applications in Industry, Zhuhai, China, pp. 461-468.
Number of full-text downloads 19

Koolen, Wouter M., Malek, Alan, & Bartlett, Peter L. (2014) Efficient minimax strategies for square loss games. In Ghahramani, Z., Welling, M., Cortes, C., Lawrence, N.D., & Weinberger, K.Q. (Eds.) Advances in Neural Information Processing Systems 27 (NIPS 2014), Neural Information Processing Systems Foundation, Inc., Montreal, Quebec, Canada, pp. 3230-3238.
Number of full-text downloads 41
Number of citations in Scopus 2

Wu, Paul P.Y., Mengersen, Kerrie, McMahon, Kathryn, Kendrick, Gary A., & Caley, M. Julian (2015) Predicting the temporal response of seagrass meadows to dredging using Dynamic Bayesian Networks. In Weber, T., McPhee, M.J., & Anderssen, R.S. (Eds.) MODSIM2015 21st International Congress on Modelling and Simulation : Proceedings, Modelling and Simulation Society of Australia and New Zealand, Gold Coast, Qld.
Number of full-text downloads 39

van Rooyen, Brendan, Menon, Aditya Krishna, & Williamson, Robert C. (2015) Learning with symmetric label noise: The importance of being unhinged. In Advances in Neural Information Processing Systems 28 (NIPS 2015), Neural Information Processing Systems Foundation, Inc., Palais des Congrès de Montréal, Montréal, Canada, pp. 10-18.

Conference Item

Reddan, Tristan, Corness, Jonathan, Mengersen, Kerrie, & Harden, Fiona (2016) Appendiceal sonography in children: A retrospective analysis as a platform for potential implementation of diagnostic categories. In 23rd Annual International Conference of the Australasian Sonographers Association, 13-15 May 2016, Melbourne, Vic.

Reddan, Tristan, Corness, Jonathan, Mengersen, Kerrie, & Harden, Fiona (2016) The grumpy stump - ultrasound and stump appendicitis. In 23rd Annual International Conference of the Australasian Sonographers Association, 13-15 May 2016, Melbourne, VIC.
Number of full-text downloads 11

Working Paper

South, Leah F., Pettitt, Anthony N., & Drovandi, Christopher C. (2016) Sequential Monte Carlo for static Bayesian models with independent MCMC proposals. [Working Paper] (Unpublished)
Number of full-text downloads 24

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 111
Number of citations in Web of Science® 11

This list was generated on Sun Apr 16 11:43:22 2017 AEST.