Publications
Seasonal functional autoregressive models.
Journal of Time Series Analysis. doi: 10.1111/jtsa.12608
(In Press).
Geometric Deep Learning for Subject-Independent Epileptic Seizure Prediction using Scalp EEG Signals.
IEEE Journal of Biomedical and Health Informatics. 26(2), 527-538. doi: 10.1109/JBHI.2021.3100297
(2022).
STR: Seasonal-Trend decomposition using Regression.
INFORMS Journal on Data Science. 1(1), 50-62. doi: 10.1287/ijds.2021.0004
(2022).
Usable and precise asymptotics for generalized linear mixed model analysis and design.
Journal of the Royal Statistical Society, Series B. 84(1), 55-82. doi: 10.1111/rssb.12473
(2022).
Leave-one-out kernel density estimates for outlier detection.
Journal of Computational and Graphical Statistics. 31(2), 586-599. doi: 10.1080/10618600.2021.2000425
(2022).
Burning Sage: Reversing the Curse of Dimensionality in the Visualization of High-Dimensional Data.
Journal of Computational and Graphical Statistics. 31(1), 40-49. doi: 10.1080/10618600.2021.1963264
(2022).
Forecasting for social good.
International Journal of Forecasting. 38(3), 1245-1257. doi: 10.1016/j.ijforecast.2021.02.010
(2022).
Effects of Climatic Factors on Dengue Incidence: A Comparison of Bayesian Spatio-Temporal Models.
Journal of Physics: Conference Series. 1863(1), 012050. doi: 10.1088/1742-6596/1863/1/012050
(2021).
Detecting Spatial Autocorrelation for a Small Number of Areas: a practical example.
Journal of Physics: Conference Series. 1899(1), 012098. doi: 10.1088/1742-6596/1899/1/012098
(2021).
Hierarchical Probabilistic Forecasting of Electricity Demand With Smart Meter Data.
Journal of the American Statistical Association. 116(533), 27-43. doi: 10.1080/01621459.2020.1736081
(2021).
Data-free likelihood-informed dimension reduction of Bayesian inverse problems.
Inverse Problems. 37(4), 045009. doi: 10.1088/1361-6420/abeafb
(2021).
Where Is the Clean Air? A Bayesian Decision Framework for Personalised Cyclist Route Selection Using R-INLA.
Bayesian Analysis. 16(1), 61-91. doi: 10.1214/19-BA1193
(2021).
Parameter estimation for multivariate population processes: a saddlepoint approach.
Stochastic Models. 37(1), 168 - 196. doi: 10.1080/15326349.2020.1832895
(2021).
Sparse change‐point VAR models.
Journal of Applied Econometrics. 36(6), 703-727. doi: 10.1002/jae.2844
(2021).
Forecasting Swiss Exports using Bayesian Forecast Reconciliation.
European Journal of Operational Research. 291(2), 693-710. doi: 10.1016/j.ejor.2020.09.046
(2021).
Corank-1 projections and the randomised Horn problem.
Tunisian Journal of Mathematics. 3(1), 55 - 73. doi: 10.2140/tunis.2021.3.55
(2021).
Posterior probabilities for Lorenz and stochastic dominance of Australian income distributions.
Economic Record. 97(319), 504-524. doi: 10.1111/1475-4932.12628
(2021).
Recent advances and future perspectives for automated parameterisation, Bayesian inference and machine learning in voltammetry.
Chemical Communications. 57(15), 1855-1870. doi: 10.1039/D0CC07549C
(2021).
A Comparison of Bayesian Inference Strategies for Parameterisation of Large Amplitude AC Voltammetry Derived from Total Current and Fourier Transformed Versions.
ChemElectroChem. 8(12), 2238-2258. doi: 10.1002/celc.202100391
(2021).
Forecasting the old‐age dependency ratio to determine a sustainable pension age.
Australian & New Zealand Journal of Statistics. 63(2), 241-256. doi: 10.1111/anzs.12330
(2021).
Assessing mortality inequality in the U.S.: What can be said about the future?.
Insurance: Mathematics and Economics. 99, 152-162. doi: 10.1016/j.insmatheco.2021.03.014
(2021).
Streamlined variational inference for higher level group-specific curve models.
Statistical Modelling. 21(6), 479-519. doi: 10.1177/1471082X20930894
(2021).
Efficacy of Microplastic Separation Techniques on Seawater Samples: Testing Accuracy Using High-Density Polyethylene.
The Biological Bulletin. 240(1), 52 - 66. doi: 10.1086/710755
(2021).
Prospects for interactive and dynamic graphics in the era of data-rich animal science.
Journal of Animal Science. 99(2), skaa402. doi: 10.1093/jas/skaa402
(2021).
Optimal bias correction of the log-periodogram estimator of the fractional parameter: A jackknife approach.
Journal of Statistical Planning and Inference. 211, 41 - 79. doi: 10.1016/j.jspi.2020.04.010
(2021).
Conversion motifs among Muslim converts in the United States..
Psychology of Religion and Spirituality. 13(4), 482 - 492. doi: 10.1037/rel0000276
(2021).
Hierarchical forecast reconciliation with machine learning.
Applied Soft Computing. 112, 107756. doi: 10.1016/j.asoc.2021.107756
(2021).
Bayesian spatial survival modelling for dengue fever in Makassar, Indonesia.
Gaceta Sanitaria. 35(S1), S59 - S63. doi: 10.1016/j.gaceta.2020.12.017
(2021).
Robustly estimating the marginal likelihood for cognitive models via importance sampling.
Behavior Research Methods. 53(3), 1148 - 1165. doi: 10.3758/s13428-020-01348-w
(2021).
Sequential stratified splitting for efficient Monte Carlo integration.
Sequential Analysis. 40(3), 314 - 335. doi: 10.1080/07474946.2021.1940493
(2021).
Development and validation of an in silico decision-tool to guide optimisation of intravenous artesunate dosing regimens for severe falciparum malaria patients.
Antimicrobial Agents and Chemotherapy. 65(6), e02346-20. doi: 10.1128/AAC.02346-20
(2021).
Predicting seagrass decline due to cumulative stressors.
Environmental Modelling & Software. 130, 104717. doi: 10.1016/j.envsoft.2020.104717
(2020).
Penalized Partial Least Square applied to structured data.
Arabian Journal of Mathematics. 9, 329-344. doi: 10.1007/s40065-019-0248-6
(2020).
Regulatory Compliance in Online Dog Advertisements in Australia.
Animals. 10(3), 425. doi: 10.3390/ani10030425
(2020).
Early Life Stages of a Common Broadcast Spawning Coral Associate with Specific Bacterial Communities Despite Lack of Internalized Bacteria.
Microbial Ecology. 79(3), 706 - 719. doi: 10.1007/s00248-019-01428-1
(2020).
Bacterial and algal symbiont dynamics in early recruits exposed to two adult coral species.
Coral Reefs. 39(1), 189 - 202. doi: 10.1007/s00338-019-01871-z
(2020).
An unstructured mesh control volume method for two- dimensional space fractional diffusion equations with variable coefficients on convex domains.
Journal of Computational and Applied Mathematics. 364, 112319. doi: 10.1016/j.cam.2019.06.035
(2020).
Spatial modelling of the two‐party preferred vote in Australian federal elections: 2001–2016.
Australian & New Zealand Journal of Statistics. 62(2), 168 - 185. doi: 10.1111/anzs.12292
(2020).
A working likelihood approach for robust regression.
Statistical Methods in Medical Research. 29(12), 3641 - 3652. doi: 10.1177/0962280220936310
(2020).
Monitoring of Coral Reefs Using Artificial Intelligence: A Feasible and Cost-Effective Approach.
Remote Sensing. 12(3), 489. doi: 10.3390/rs12030489
(2020).
Fast and Accurate Binary Response Mixed Model Analysis via Expectation Propagation.
Journal of the American Statistical Association. 115(532), 1902-1916. doi: 10.1080/01621459.2019.1665529
(2020).
Bayesian assessment of Lorenz and stochastic dominance.
Canadian Journal of Economics. 53(2), 767-799. doi: 10.1111/caje.12443
(2020).
Covering all your bases: incorporating intron signal from RNA-seq dataAbstract.
NAR Genomics and Bioinformatics. 2(3), lqaa073. doi: 10.1093/nargab/lqaa073
(2020).
Fluent genomics with plyranges and tximeta.
F1000Research. 9, 109. doi: 10.12688/f1000research.22259.1
(2020).
Forecasting in social settings: The state of the art.
International Journal of Forecasting. 36(1), 15 - 28. doi: 10.1016/j.ijforecast.2019.05.011
(2020).
Nesterov acceleration of alternating least squares for canonical tensor decomposition: Momentum step size selection and restart mechanisms.
Numerical Linear Algebra with Applications. 27(4), e2297. doi: 10.1002/nla.2297
(2020).
$H_{\inf}$ robust perimeter flow control in urban networks with partial information feedback.
Transportation Research Part B: Methodological. 137, 47-73. doi: 10.1016/j.trb.2019.03.010
(2020).
FFORMA: Feature-based forecast model averaging.
International Journal of Forecasting. 36(1), 86 - 92. doi: 10.1016/j.ijforecast.2019.02.011
(2020).
Scalable Bayesian Inference for the Inverse Temperature of a Hidden Potts Model.
Bayesian Analysis. 15(1), 1-27. doi: 10.1214/18-BA1130
(2020).
Influence of partial dealcoholization on the composition and sensory properties of Cabernet Sauvignon wines.
Food Chemistry. 325, 126869. doi: 10.1016/j.foodchem.2020.126869
(2020).
Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms.
JAMA Network Open. 3(3), e200265. doi: 10.1001/jamanetworkopen.2020.0265
(2020).
Acoustic tracking of a large predatory marine gastropod, Charonia tritonis, on the Great Barrier Reef.
Marine Ecology Progress Series. 642, 147-161. doi: 10.3354/meps13291
(2020).
Bayesian sequential design for Copula models.
TEST. 29, 454-478. doi: 10.1007/s11749-019-00661-7
(2020).
Calendar-Based Graphics for Visualizing People’s Daily Schedules.
Journal of Computational and Graphical Statistics. 29(3), 490 - 502. doi: 10.1080/10618600.2020.1715226
(2020).
A New Tidy Data Structure to Support Exploration and Modeling of Temporal Data.
Journal of Computational and Graphical Statistics. 29(3), 466-478. doi: 10.1080/10618600.2019.1695624
(2020).
Optimal non-negative forecast reconciliation.
Statistics and Computing. 30(5), 1167 - 1182. doi: 10.1007/s11222-020-09930-0
(2020).
Taller staff occupationally exposed to less radiation to the temple in cardiac procedures, but risk higher doses during vascular cases.
Scientific Reports. 10, 16103. doi: 10.1038/s41598-020-73101-4
(2020).
Phase-Type Models in Life Insurance:Fitting and Valuation of Equity-Linked Benefits.
Risks. 7(1), 17. doi: 10.3390/risks7010017
(2019).
Bayesian spatial and spatio-temporal approaches to modelling dengue fever: a systematic review.
Epidemiology & Infection. 147, e33. doi: 10.1017/S0950268818002807
(2019).
The Phase Diagram for a Multispecies Left-Permeable Asymmetric Exclusion Process.
Journal of Statistical Physics. 174(3), 605-621. doi: 10.1007/s10955-018-2183-x
(2019).
Error bounds in local limit theorems using Stein's method.
Bernoulli. 25(2), 1076-1104. doi: 10.3150/17-BEJ1013
(2019).
Genome-wide allele-specific methylation is enriched at gene regulatory regions in a multi-generation pedigree from the Norfolk Island isolate.
Epigenetics & Chromatin. 12, 60. doi: 10.1186/s13072-019-0304-7
(2019).
Analyzing Emergent Users’ Text Messages Data and Exploring Its Benefits.
IEEE Access. 7, 2870 - 2879. doi: 10.1109/ACCESS.2018.2885332
(2019).
Importance sampling for partially observed temporal epidemic models.
Statistics and Computing. 29(4), 617-630. doi: 10.1007/s11222-018-9827-1
(2019).
A pathwise approach to the extinction of branching processes with countably many types.
Stochastic Processes and their Applications. 129(3), 713-739. doi: 10.1016/j.spa.2018.03.013
(2019).
In silico modeling of phosphorylation dependent and independent c-Myc degradation.
BMC Bioinformatics. 20, 230. doi: 10.1186/s12859-019-2846-x
(2019).
Optimizing limited-stop services with vehicle assignment.
Transportation Research Part E: Logistics and Transportation Review. 129, 228 - 246. doi: 10.1016/j.tre.2019.08.001
(2019).
Estimating Spatial and Temporal Trends in Environmental Indices Based on Satellite Data: A Two-Step Approach.
Sensors. 19(2), 361. doi: 10.3390/s19020361
(2019).
Predicting the Risk of Biological Invasions Using Environmental Similarity and Transport Network Connectedness.
Risk Analysis. 39(1), 35-53. doi: 10.1111/risa.12870
(2019).
Cosets, characters and fusion for admissible-level.
Nuclear Physics B. 938, 22 - 55. doi: 10.1016/j.nuclphysb.2018.10.022
(2019).
Spatial variation in cervical cancer screening participation and outcomes among Indigenous and non-Indigenous Australians in Queensland.
Geographical Research. 57(1), 111-122. doi: 10.1111/1745-5871.12281
(2019).
PLS for Big Data: A unified parallel algorithm for regularised group PLS.
Statistics Surveys. 13, 119-149. doi: 10.1214/19-SS125
(2019).
Segment travel time route guidance strategy in advanced traveler information systems.
Physica A: Statistical Mechanics and its Applications. 534, 120432. doi: 10.1016/j.physa.2019.01.001
(2019).
Finite difference/finite element method for a novel 2D multi-term time-fractional mixed sub-diffusion and diffusion-wave equation on convex domains.
Communications in Nonlinear Science and Numerical Simulation. 70, 354 - 371. doi: 10.1016/j.cnsns.2018.10.016
(2019).
Importance Nested Sampling and the MultiNest Algorithm.
The Open Journal of Astrophysics. 2(1), 11120. doi: 10.21105/astro.1306.2144
(2019).
Optimal soft edge scaling variables for the Gaussian and Laguerre even β ensembles.
Nuclear Physics B. 938, 621 - 639. doi: 10.1016/j.nuclphysb.2018.12.006
(2019).
Computationally efficient Bayesian estimation of high-dimensional Archimedean copulas with discrete and mixed margins.
Statistics and Computing. 29(5), 933-946. doi: 10.1007/s11222-018-9846-y
(2019).
Superadditive and subadditive dynamics are not inherent to the types of interacting threat.
(Hewitt, J., Ed.).PLOS ONE. 14(8), e0211444. doi: 10.1371/journal.pone.0211444
(2019).
Construction and Visualization of Confidence Sets for Frequentist Distributional Forecasts.
Journal of Computational and Graphical Statistics. 28(1), 92-104. doi: 10.1080/10618600.2018.1476252
(2019).
Applications of Magnus expansions and pseudospectra to Markov processes.
European Journal of Applied Mathematics. 30(2), 400-425. doi: 10.1017/S0956792518000177
(2019).
Robust Estimation Using Modified Huber’s Functions With New Tails.
Technometrics. 61(1), 111-122. doi: 10.1080/00401706.2018.1470037
(2019).
Practical Aspects of False Alarm Control for Change Point Detection: Beyond Average Run Length.
Methodology and Computing in Applied Probability. 21(1), 25-42. doi: 10.1007/s11009-018-9636-1
(2019).
Monte Carlo estimation of the density of the sum of dependent random variables.
Mathematics and Computers in Simulation. 161, 23-31. doi: 10.1016/j.matcom.2018.12.001
(2019).
CPMCGLM: an R package for p-value adjustment when looking for an optimal transformation of a single explanatory variable in generalized linear models.
BMC Medical Research Methodology. 19, 79. doi: 10.1186/s12874-019-0711-2
(2019).
A population of bang-bang switches of defective interfering particles makes within-host dynamics of dengue virus controllable.
(Papin, J. A., Ed.).PLOS Computational Biology. 15(11), e1006668. doi: 10.1371/journal.pcbi.1006668
(2019).
Auxiliary Likelihood-Based Approximate Bayesian Computation in State Space Models.
Journal of Computational and Graphical Statistics. 28(3), 508-522. doi: 10.1080/10618600.2018.1552154
(2019).
The impact of inter‐flood duration on non‐cohesive sediment bed stability.
Earth Surface Processes and Landforms. 44(14), 2861 - 2871. doi: 10.1002/esp.4713
(2019).
An Introduction to Software Tools, Data, and Services for Geospatial Analysis of Stroke Services.
Frontiers in Neurology. 10, 743. doi: 10.3389/fneur.2019.00743
(2019).
The sound of management: Acoustic monitoring for agricultural industries.
Ecological Indicators. 96(Part 1), 739-746. doi: 10.1016/j.ecolind.2018.09.029
(2019).
Investigating Alcohol Sweetspot Phenomena in Reduced Alcohol Red Wines.
Foods. 8(10), 491. doi: 10.3390/foods8100491
(2019).
Speeding Up MCMC by Efficient Data Subsampling.
Journal of the American Statistical Association. 114(526), 831-843. doi: 10.1080/01621459.2018.1448827
(2019).
Flood Mapping with Convolutional Neural Networks Using Spatio-Contextual Pixel Information.
Remote Sensing. 11(19), 2331. doi: 10.3390/rs11192331
(2019).
Berry-Esseen bound of normal and Nonnormal approximation for unbounded exchangeable pairs.
Annals of Probability. 47(1), 61-108. doi: 10.1214/18-AOP1255
(2019).
Optimal control of acute myeloid leukaemia.
Journal of Theoretical Biology. 470, 30–42. doi: 10.1016/j.jtbi.2019.03.006
(2019).
An unstructured mesh finite element method for solving the multi-term time fractional and Riesz space distributed-order wave equation on an irregular convex domain.
Applied Mathematical Modelling. 73, 615-636. doi: 10.1016/j.apm.2019.04.023
(2019).
[HDDA] sparse subspace constrained partial least squares.
Journal of Statistical Computation and Simulation. 89(6), 1005-1019. doi: 10.1080/00949655.2018.1555830
(2019).
The three Rs of river ecosystem resilience: Resources, recruitment, and refugia.
River Research and Applications. 35(2), 107 - 120. doi: 10.1002/rra.3396
(2019).
The self-regulating nature of occupancy in ICUs: stochastic homoeostasis.
Health Care Management Science. 22(4), 615-634. doi: 10.1007/s10729-018-9448-4
(2019).
Mathematical Models of Cancer Cell Plasticity.
Journal of Oncology . 2019, 2403483. doi: 10.1155/2019/2403483
(2019).
Optimal Forecast Reconciliation for Hierarchical and Grouped Time Series Through Trace Minimization.
Journal of the American Statistical Association. 114(526), 804-819. doi: 10.1080/01621459.2018.1448825
(2019).
A new hybrid model to predict the electrical load in five states of Australia.
Energy. 166, 598 - 609. doi: 10.1016/j.energy.2018.10.076
(2019).
T-Q relations for the integrable two-species asymmetric simple exclusion process with open boundaries.
Journal of Statistical Mechanics: Theory and Experiment. 2019(1), 014001. doi: 10.1088/1742-5468/aaeb4a
(2019).
Recovery of coral assemblages despite acute and recurrent disturbances on a South Central Pacific reef.
Scientific Reports. 8(1), 9680. doi: 10.1038/s41598-018-27891-3
(2018).
Using handwriting to infer a writer’s country of origin for forensic intelligence purposes.
Forensic Science International. 282, 144 - 156. doi: 10.1016/j.forsciint.2017.11.028
(2018).
Modularity of logarithmic parafermion vertex algebras.
Letters in Mathematical Physics. 108(12), 2543 - 2587. doi: 10.1007/s11005-018-1098-4
(2018).
Matrix product solution of a left-permeable two-species asymmetric exclusion process.
Physical Review E. 97(1), doi: 10.1103/PhysRevE.97.012151
(2018).
Minimizing the number of apertures in multileaf collimator sequencing with field splitting.
Discrete Applied Mathematics. 250, 87-103. doi: 10.1016/j.dam.2018.04.016
(2018).
Small area estimation strategy for the 2011 Census in England and Wales.
Statistical Journal of the IAOS. 34(3), 395 - 407. doi: 10.3233/SJI-180427
(2018).
The quoter model: A paradigmatic model of the social flow of written information.
Chaos: An Interdisciplinary Journal of Nonlinear Science. 28(7), 075304. doi: 10.1063/1.5011403
(2018).
Local approximation of a metapopulation’s equilibrium.
Journal of Mathematical Biology. 77(3), 765 - 793. doi: 10.1007/s00285-018-1231-0
(2018).
Doubling algorithms for stationary distributions of fluid queues: A probabilistic interpretation.
Performance Evaluation. 125, 1-20. doi: 10.1016/j.peva.2018.06.001
(2018).
Physical Interpretations for Quasi-Birth-and-Death Process Algorithms.
Queueing Models and Service Management. 1(2), 59-78.
(2018).
A shadowing-based inflation scheme for ensemble data assimilation.
Physica D: Nonlinear Phenomena. 380-381, 1 - 7. doi: 10.1016/j.physd.2018.05.002
(2018).
The impact of environmental temperature deception on perceived exertion during fixed-intensity exercise in the heat in trained-cyclists.
Physiology & Behavior. 194, 333 - 340. doi: 10.1016/j.physbeh.2018.06.026
(2018).
Investigating Gene- and Pathway-environment Interaction analysis approaches.
Journal de la Société Française de Statistique. 159(2), 56-83.
(2018).
On the Analysis of Mixed-Index Time Fractional Differential Equation Systems.
Axioms. 7(2), 25. doi: 10.3390/axioms7020025
(2018).
The Patient's Voice: Australian Health Care Quality and Safety Regulation from the Perspective of the Public.
Journal of Law and Medicine. 25(2), 21.
(2018).
An efficient algorithm for estimating brain covariance networks.
PLOS ONE. 13(7), e0198583. doi: 10.1371/journal.pone.0198583
(2018).
AGE DEPENDENT BAYESIAN NETWORKS REVEAL SPATIO-TEMPORAL PATTERNS OF NEURODEGENERATION IN HEALTHY AGEING AND ALZHEIMER’S DISEASE.
Alzheimer's & Dementia. 14(7), P1228. doi: 10.1016/j.jalz.2018.06.1727
(2018).
Gibbsian On-Line Distributed Content Caching Strategy for Cellular Networks.
IEEE Transactions on Wireless Communications. 17(2), 969-981. doi: 10.1109/TWC.2017.2772911
(2018).
Numerical inversion of the fractional derivative index and surface thermal flux for an anomalous heat conduction model in a multi-layer medium.
Applied Mathematical Modelling. 59, 514 - 526. doi: 10.1016/j.apm.2018.01.045
(2018).
Exact Confirmation of 1D Nonlinear Fluctuating Hydrodynamics for a Two-Species Exclusion Process.
Physical Review Letters. 120(24), 240601. doi: 10.1103/PhysRevLett.120.240601
(2018).
A fast numerical method for two-dimensional Riesz space fractional diffusion equations on a convex bounded region.
Applied Numerical Mathematics. 134, 66 - 80. doi: 10.1016/j.apnum.2018.07.007
(2018).
Patterns and comparisons of human-induced changes in river flood impacts in cities.
Hydrology and Earth System Sciences. 22(3), 1793-1810. doi: 10.5194/hess-22-1793-2018
(2018).
Influence of Spatial Aggregation on Prediction Accuracy of Green Vegetation Using Boosted Regression Trees.
Remote Sensing. 10(8), 1260. doi: 10.3390/rs10081260
(2018).
Mathematical Modeling of Ion Transport through Nanopores.
The Journal of Physical Chemistry C. 122(41), 23728 - 23738. doi: 10.1021/acs.jpcc.8b05954
(2018).
Characterising seasonal influenza epidemiology using primary care surveillance data.
PLOS Computational Biology. 14(8), e1006377. doi: 10.1371/journal.pcbi.1006377
(2018).
Semi-parametric prediction intervals in small areas when auxiliary data are measured with error..
Statistica Sinica. 28(4), 2309-2335. doi: 10.5705/ss.202016.0416
(2018).
Spread and basket option pricing in a Markov‐modulated Lévy framework with synchronous jumps.
Applied Stochastic Models in Business and Industry. 34(6), 782 - 802. doi: 10.1002/asmb.2385
(2018).
Optimal Bayesian design for discriminating between models with intractable likelihoods in epidemiology.
Computational Statistics & Data Analysis. 124, 277 - 297. doi: 10.1016/j.csda.2018.03.004
(2018).
Bivariate smoothing of mortality surfaces with cohort and period ridges.
Stat. 7(1), e199. doi: 10.1002/sta4.199
(2018).
Mycophenolic acid concentrations in peripheral blood mononuclear cells are associated with the incidence of rejection in renal transplant recipients.
British Journal of Clinical Pharmacology. 84(10), 2433–2442. doi: 10.1111/bcp.13704
(2018).
Estimates of the coverage of parameter space by Latin Hypercube and Orthogonal Array-based sampling.
Applied Mathematical Modelling. 57, 553-564. doi: 10.1016/j.apm.2017.11.036
(2018).
Improving the Efficiency of Fully Bayesian Optimal Design of Experiments Using Randomised Quasi-Monte Carlo.
Bayesian Analysis. 13(1), 139–162. doi: 10.1214/16-BA1045
(2018).
Accelerating pseudo-marginal MCMC using Gaussian processes.
Computational Statistics & Data Analysis. 118, 1-17. doi: 10.1016/j.csda.2017.09.002
(2018).
Lifted worm algorithm for the Ising model.
Physical Review E. 97(4), doi: 10.1103/PhysRevE.97.042126
(2018).
Some novel numerical techniques for an inverse problem of the multi-term time fractional partial differential equation.
Journal of Computational and Applied Mathematics. 336, 114-126. doi: 10.1016/j.cam.2017.12.034
(2018).
Unstructured mesh finite difference/finite element method for the 2D time-space Riesz fractional diffusion equation on irregular convex domains.
Applied Mathematical Modelling. 59, 441 - 463. doi: 10.1016/j.apm.2018.01.044
(2018).
Novel numerical analysis of multi-term time fractional viscoelastic non-newtonian fluid models for simulating unsteady MHD Couette flow of a generalized Oldroyd-B fluidAbstract.
Fractional Calculus and Applied Analysis. 21(4), 1073 - 1103. doi: 10.1515/fca-2018-0058
(2018).
Networks of infinite-server queues with multiplicative transitions.
Performance Evaluation. 123-124, 35-49. doi: 10.1016/j.peva.2018.03.003
(2018).
Matrix product solution to multi-species ASEP with open boundaries.
Journal of Statistical Mechanics: Theory and Experiment. 2018(4), 043201. doi: 10.1088/1742-5468/aab1b5
(2018).
Population correlations do not support the existence of set points for blood levels of calcium or glucose - a new model for homeostasis.
Physiological Reports. 6(1), e13551. doi: 10.14814/phy2.13551
(2018).
Selberg integral theory and Muttalib–Borodin ensembles.
Advances in Applied Mathematics. 95, 152 - 176. doi: 10.1016/j.aam.2017.11.004
(2018).
The Probability That All Eigenvalues are Real for Products of Truncated Real Orthogonal Random Matrices.
Journal of Theoretical Probability. 31(4), 2056 - 2071. doi: 10.1007/s10959-017-0766-0
(2018).
Volumes and distributions for random unimodular complex and quaternion lattices.
Journal of Number Theory. 190, 1 - 39. doi: 10.1016/j.jnt.2018.03.010
(2018).
Functional form for the leading correction to the distribution of the largest eigenvalue in the GUE and LUE.
Journal of Mathematical Physics. 59(5), 053302. doi: 10.1063/1.5016347
(2018).
Matrix Product Ensembles of Hermite Type and the Hyperbolic Harish-Chandra–Itzykson–Zuber Integral.
Annales Henri Poincaré. 19(5), 1307 - 1348. doi: 10.1007/s00023-018-0654-x
(2018).
A cross-entropy method for optimising robotic automated storage and retrieval systems.
International Journal of Production Research. 56(19), 6450-6472. doi: 10.1080/00207543.2018.1456692
(2018).
Asymptotic properties of approximate Bayesian computation.
Biometrika. 105(3), 593 - 607. doi: 10.1093/biomet/asy027
(2018).
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A Universal Approximate Cross-Validation Criterion for Regular Risk Functions.
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A duality formula for Feynman–Kac path particle models.
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A Four Dimensional Spatio-Temporal Analysis of an Agricultural Dataset.
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Futile Treatment in Hospital: Doctors' Intergroup Language.
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A novel population balance model for the dilute acid hydrolysis of hemicellulose.
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Infinite order cross-validated local polynomial regression.
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A Structured Markov Chain Approach to Branching Processes.
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Calculating radiotherapy margins based on Bayesian modelling of patient specific random errors.
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A Comparison of Bayesian Models of Heteroscedasticity in Nested Normal Data.
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Capturing the Impact of Unobserved Sector-Wide Shocks on Stock Returns with Panel Data Model.
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Weather variability and influenza A (H7N9) transmission in Shanghai, China: A Bayesian spatial analysis.
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A center Box method for radially symmetric solution of fractional subdiffusion equation.
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Log-Linear Modeling of Agreement among Expert Exposure Assessors.
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Bayesian hierarchical models for analysing spatial point-based data at a grid level: A comparison of approaches.
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A Case Study for Modelling Cancer Incidence Using Bayesian Spatio-Temporal Models.
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Constant term identities and Poincaré polynomials.
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Searching for the best bet in life-strategy: A quantitative approach to individual performance and population dynamics in reef-building corals.
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Optimal prophylactic vaccination in segregated populations: When can we improve on the equalising strategy?.
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Assessing environmental inequalities in ambient air pollution across urban Australia.
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Decoupling of the PI3K Pathway via Mutation Necessitates Combinatorial Treatment in HER2+ Breast Cancer.
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Predicting Reduced Driver Alertness on Monotonous Highways.
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Bayesian threshold selection for extremal models using measures of surprise.
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Systems Modelling of the Socio-Technical Aspects of Residential Electricity Use and Network Peak Demand.
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A dynamic view to moment matching of truncated distributions.
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A meshless method based on Point Interpolation Method (PIM) for the space fractional diffusion equation.
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A new approach to spatial data interpolation using higher-order statistics.
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Comparing size-limit and quota policies to increase economic yield in a lobster fishery.
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A pseudo-marginal sequential Monte Carlo algorithm for random effects models in Bayesian sequential design.
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Improving the Efficiency and Precision of Tree Counts in Pine Plantations Using Airborne LiDAR Data and Flexible-Radius Plots: Model-Based and Design-Based Approaches.
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Global Mapping of DNA Conformational Flexibility on Saccharomyces cerevisiae.
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Accounting for model error due to unresolved scales within ensemble Kalman filtering.
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Reducing Time-dependent Bias in Estimates of the Attributable Cost of Health Care–associated Methicillin-resistant Staphylococcus aureus Infections.
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Multiple signal classification for self-mixing flowmetry.
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Strong Predictor-Corrector Approximation for Stochastic Delay Differential Equations.
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Toward a Multisubject Analysis of Neural Connectivity.
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Characterising Uncertainty in Expert Assessments: Encoding Heavily Skewed Judgements.
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Intravascular device administration sets: replacement after standard versus prolonged use in hospitalised patients--a study protocol for a randomised controlled trial (The RSVP Trial).
BMJ Open. 5(2), doi: 10.1136/bmjopen-2014-007257
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Statistical description of wetland hydrological connectivity to the River Murray in South Australia under both natural and regulated conditions.
Journal of Hydrology. 531, 929-939. doi: 10.1016/j.jhydrol.2015.10.006
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Local limit theorems via Landau–Kolmogorov inequalities.
Bernoulli. 21(2), 851-880. doi: 10.3150/13-BEJ590
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Contact tracing and antiviral prophylaxis in the early stages of a pandemic: the probability of a major outbreak.
Mathematical Medicine and Biology. 32(3), 331-343. doi: 10.1093/imammb/dqu014
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Comparative genomic analysis of human Chlamydia pneumoniae isolates from respiratory, brain and cardiac tissues.
Genomics. 106(6), 373-383. doi: 10.1016/j.ygeno.2015.09.008
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Effect of injection current and temperature on signal strength in a laser diode optical feedback interferometer.
Applied Optics. 54(2), 312-318. doi: 10.1364/AO.54.000312
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Rainfall variability drives interannual variation in N2O emissions from a humid, subtropical pasture.
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Validation and comparison of geostatistical and spline models for spatial stream networks.
Environmetrics. 26(5), 327-338. doi: 10.1002/env.2340
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Differences in identifying healthcare associated infections using clinical vignettes and the influence of respondent characteristics: a cross-sectional survey of Australian infection prevention staff.
Antimicrobial Resistance and Infection Control. 4(1), doi: 10.1186/s13756-015-0070-7
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Australian Health Review. 39(1), 37. doi: 10.1071/AH14037
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American Journal of Infection Control. 43(7), 773-775. doi: 10.1016/j.ajic.2015.02.029
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International Journal of Theoretical and Applied Finance. 18(05), 1550034. doi: 10.1142/S021902491550034X
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Fully Bayesian Experimental Design for Pharmacokinetic Studies.
Entropy. 17(3), 1063-1089. doi: 10.3390/e17031063
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A Conversation with Nan Laird.
Statistical Science. 30(4), 582-596. doi: 10.1214/15-STS528
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A Measurement Experimentation Platform at the Internet's Edge.
IEEE/ACM Transactions on Networking. 23(6), 1944-1958. doi: 10.1109/TNET.2014.2354348
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A branch-price-and-cut method for the vegetable crop rotation scheduling problem with minimal plot sizes.
European Journal of Operational Research. 245, doi: 10.1016/j.ejor.2015.03.035
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Robust Principal Component Analysis for Power Transformed Compositional Data.
Journal of the American Statistical Association. 110(509), 136-148. doi: 10.1080/01621459.2014.990563
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A preconditioned numerical solver for stiff nonlinear reaction–diffusion equations with fractional Laplacians that avoids dense matrices.
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Allied health growth: what we do not measure we cannot manage.
Human Resources for Health. 13(1), doi: 10.1186/s12960-015-0027-1
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A queueing model for the capacity planning of a multi-phase human services process.
International Journal of Systems Science: Operations & Logistics. 2(3), 156-167. doi: 10.1080/23302674.2015.1015660
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New approaches narrow global species estimates for beetles, insects, and terrestrial arthropods.
Proceedings of the National Academy of Sciences. 112(24), 7519-7523. doi: 10.1073/pnas.1502408112
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Bioinformatics. 31(11), 1851-1853. doi: 10.1093/bioinformatics/btv066
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Twenty years of research into Chlamydia-like organisms: a revolution in our understanding of the biology and pathogenicity of members of the phylum Chlamydiae.
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Antiretroviral treatment use, co-morbidities and clinical outcomes among Aboriginal participants in the Australian HIV Observational Database (AHOD).
BMC Infectious Diseases. 15(1), doi: 10.1186/s12879-015-1051-4
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Target Selection Models with Preference Variation Between Offenders.
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Burglar Target Selection.
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Spatiotemporal Traffic Matrix Synthesis.
ACM Sigcomm. doi: 10.1145/2829988.2787471
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Model Counting of Monotone Conjunctive Normal Form Formulas with Spectra.
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Overfitting Bayesian Mixture Models with an Unknown Number of Components.
PLOS ONE. 10(7), doi: 10.1371/journal.pone.0131739
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Optimal Skampling for the Flow Size Distribution.
IEEE Transactions on Information Theory. 61(6), 3075-3099. doi: 10.1109/TIT.2015.2418770
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Application of the Crop Carbon Progress Calculator in a ‘farm to ship’ cotton production case study in Australia.
Journal of Cleaner Production. 103, 675-684. doi: 10.1016/j.jclepro.2014.09.093
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Melanoma Cell Colony Expansion Parameters Revealed by Approximate Bayesian Computation.
PLoS Computational Biology. 11(12), doi: 10.1371/journal.pcbi.1004635
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Quantifying uncertainty in parameter estimates for stochastic models of collective cell spreading using approximate Bayesian computation.
Mathematical Biosciences. 263, 133-142. doi: 10.1016/j.mbs.2015.02.010
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Application of stochastic phenomenological modelling to cell-to-cell and beat-to-beat electrophysiological variability in cardiac tissue.
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Comparison of subcutaneous versus intranasal immunization of male koalas (Phascolarctos cinereus) for induction of mucosal and systemic immunity against Chlamydia pecorum.
Vaccine. 33(7), 855-860. doi: 10.1016/j.vaccine.2014.12.052
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“Magnitude-based Inference”.
Medicine & Science in Sports & Exercise. 47(4), 874-884. doi: 10.1249/MSS.0000000000000451
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Cost-effectiveness analysis of a hospital electronic medication management system.
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Stochastic modeling and predictive simulations for the microstructure of organic semiconductor films processed with different spin coating velocities.
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Using a theory of planned behaviour framework to explore hand hygiene beliefs at the ‘5 critical moments’ among Australian hospital-based nurses.
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Key beliefs of hospital nurses’ hand-hygiene behaviour: protecting your peers and needing effective reminders.
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Incorporating process variability into stormwater quality modelling.
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Process variability of pollutant build-up on urban road surfaces.
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Exploring the relationship between Aboriginal population indices and fire in Australia over the last 20,000years.
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Loop equation analysis of the circular β ensembles.
Journal of High Energy Physics. 2015(2), doi: 10.1007/jhep02(2015)173
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Temporal trends of time to antiretroviral treatment initiation, interruption and modification: examination of patients diagnosed with advanced HIV in Australia.
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Comparative genomic analysis of a multiple antimicrobial resistant enterotoxigenic E. coli O157 lineage from Australian pigs.
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IEEE Transactions on Pattern Analysis and Machine Intelligence. 37(5), 1109-1112. doi: 10.1109/TPAMI.2014.2359660
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A Variable Order Fractional Differential-Based Texture Enhancement Algorithm with Application in Medical Imaging.
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Numerical Algorithms for Time-Fractional Subdiffusion Equation with Second-Order Accuracy.
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Principled Graph Matching Algorithms for Integrating Multiple Data Sources.
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A Novel High Order Space-Time Spectral Method for the Time Fractional Fokker--Planck Equation.
SIAM Journal on Scientific Computing. 37(2), doi: 10.1137/140980545
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Leaf-excluded percolation in two and three dimensions.
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Galerkin finite element method and error analysis for the fractional cable equation.
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Creating a Sustainability Scorecard as a predictive tool for measuring the complex social, economic and environmental impacts of industries, a case study : assessing the viability and sustainability of the dairy industry.
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Recursive Pathways to Marginal Likelihood Estimation with Prior-Sensitivity Analysis.
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Exact and Asymptotic Features of the Edge Density Profile for the One Component Plasma in Two Dimensions.
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A5-miseq: an updated pipeline to assemble microbial genomes from Illumina MiSeq data.
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Development and testing of a genetic marker-based pedigree reconstruction system ‘PR-genie’ incorporating size-class data.
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On the derivation of approximations to cellular automata models and the assumption of independence.
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Spatial analyses of wildlife contact networks.
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Viewing systematic reviews and meta-analysis in social research through different lenses.
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Exclusion in a priority queue.
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Inverting Laguerre Tessellations.
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Environmental influences on daily commercial catch rates of South Australia's southern rock lobster (Jasus edwardsii).
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Local Central Limit Theorem for Determinantal Point Processes.
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Monte Carlo for Estimating Exponential Convolution.
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Feature selection when there are many influential features.
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Classification of submarine canyons of the Australian continental margin.
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On the impact of covariate measurement error on spatial regression modelling.
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Discussion on “On the Laplace Transform of the Aggregate Discounted Claims with Markovian Arrivals,” by Jiandong Ren, Volume 12(2).
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A Comparison of Techniques for the Reconstruction of Leaf Surfaces from Scanned Data.
SIAM Journal on Scientific Computing. 36(6), B969-B988. doi: 10.1137/130938761
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Generalizing the use of geographical weights in biodiversity modelling.
Global Ecology and Biogeography. 23(11), 1314-1323. doi: 10.1111/geb.12203
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A comparison of optimisation methods and knee joint degrees of freedom on muscle force predictions during single-leg hop landings.
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Pre-processing for approximate Bayesian computation in image analysis.
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A copula based Bayesian approach for paid–incurred claims models for non-life insurance reserving.
Insurance: Mathematics and Economics. 59, 258-278. doi: 10.1016/j.insmatheco.2014.09.011
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Chlamydia muridarum Infection-Induced Destruction of Male Germ Cells and Sertoli Cells Is Partially Prevented by Chlamydia Major Outer Membrane Protein-Specific Immune CD4 cells.
Biology of Reproduction. 92(1), 27-27. doi: 10.1095/biolreprod.114.124180
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Stochastic simulation in systems biology.
Computational and Structural Biotechnology Journal. 12(20-21), 14-25. doi: 10.1016/j.csbj.2014.10.003
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Stochastic Dynamics of Interacting Haematopoietic Stem Cell Niche Lineages.
PLoS Computational Biology. 10(9), doi: 10.1371/journal.pcbi.1003794
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Copula-Type Estimators for Flexible Multivariate Density Modeling Using Mixtures.
Journal of Computational and Graphical Statistics. 23(4), 1163-1178. doi: 10.1080/10618600.2013.842918
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Understanding Uncertainties in Non-Linear Population Trajectories: A Bayesian Semi-Parametric Hierarchical Approach to Large-Scale Surveys of Coral Cover.
PLOS ONE. 9(11), doi: 10.1371/journal.pone.0110968
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The Epidemiology of Chlamydia trachomatis Organism Load During Genital Infection: A Systematic Review.
Journal of Infectious Diseases. 211(10), 1628-1645. doi: 10.1093/infdis/jiu670
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Predictive models for water sources with high susceptibility for bromine-containing disinfection by-product formation: implications for water treatment.
Environmental Science and Pollution Research. 22(3), 1963-1978. doi: 10.1007/s11356-014-3408-4
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A Hybrid Queue-based Bayesian Network framework for passenger facilitation modelling.
Transportation Research Part C: Emerging Technologies. 46, 247-260. doi: 10.1016/j.trc.2014.05.005
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Numerical analysis for the time distributed-order and Riesz space fractional diffusions on bounded domains.
IMA Journal of Applied Mathematics. 80(3), 825-838. doi: 10.1093/imamat/hxu015
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Projecting Future Transmission of Malaria Under Climate Change Scenarios: Challenges and Research Needs.
Critical Reviews in Environmental Science and Technology. 45(7), 777-811. doi: 10.1080/10643389.2013.852392
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A Crank--Nicolson ADI Spectral Method for a Two-Dimensional Riesz Space Fractional Nonlinear Reaction-Diffusion Equation.
SIAM Journal on Numerical Analysis. 52(6), 2599-2622. doi: 10.1137/130934192
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