1. Home
  2. Publications

Publications

Found 3140 results
Filters: Peer-reviewed-publications is   [Clear All Filters]
2021
Davison, A.. C., Hautphenne S.., & Kraus A.. (2021).  Parameter estimation for discretely observed linear birth‐and‐death processes. Biometrics. 77(1), 186 - 196.
de Gunst, M., Hautphenne S., Mandjes M., & Sollie B. (2021).  Parameter estimation for multivariate population processes: a saddlepoint approach. Stochastic Models. 37(1), 168 - 196.
Pan, S., Zhang L., Thompson R. G., & Ghaderi H. (2021).  A parcel network flow approach for joint delivery networks using parcel lockers. International Journal of Production Research. 59(7), 2090 - 2115.
Botha, I., Kohn R., & Drovandi C. (2021).  Particle Methods for Stochastic Differential Equation Mixed Effects Models. Bayesian Analysis. 16(2), 575-609.
Conway, A. R., Conway M., Price A. Elvey, & Guttmann A. J. (2021).  Pattern-avoiding ascent sequences of length 3. arXiv. arXiv:2111.01279v1.
Kennedy, D. W., Cameron J., Wu P. P. - Y., Mengersen K., & de Amorim R. Cordeiro (2021).  Peer groups for organisational learning: Clustering with practical constraints. PLOS ONE. 16(6), e0251723.
Fang, S., Zhou Z., & Deng Y. (2021).  Percolation effects in the Fortuin-Kasteleyn Ising model on the complete graph. Physical Review E. 103(1), 012102.
Schmidt, H. A., Crotty S. M., & Burgstaller-Muehlbacher S. (2021).  Performance of AIC and BIC to Select Correct Models of Evolution. Society for Molecular Biology and Evolution 2021.
Browning, A. P., Sharp J. A., Mapder T., Baker C. M., Burrage K., & Simpson M. J. (2021).  Persistence as an optimal hedging strategy. Biophysical Journal. 120(1), 133-142.
Chen, W., Minney A., Toscas P., Koo B., Zhu Z., & Pantelous A. A. (2021).  Personalised drawdown strategies and partial annuitisation to mitigate longevity risk. Finance Research Letters. 39, 101644.
Grazian, C. (2021).  PETabc.
Fan, Y., Emvalomenos G., Grazian C., & Meikle S. R. (2021).  PET-ABC: fully Bayesian likelihood-free inference for kinetic models. Physics in Medicine & Biology. 66(11), 115002.
Forrester, P. J., & Liu D-Z. (2021).  Phase Transitions for Products of Characteristic Polynomials under Dyson Brownian Motion. Acta Mathematica Sinica, English Series. 37(3), 509 - 524.
Paritala, P. Kumari, Yarlagadda T., Mendieta J. Benitez, Wang J., McGahan T., Lloyd T., et al. (2021).  Plaque Longitudinal Heterogeneity in Morphology, Property, and Mechanobiology. Cerebrovascular Diseases. 50(5), 510 - 519.
Talagala, P. Dilini (2021).  Plot a lot with ggplot2 to find plots. R-Ladies Meetup.
Pollett, P., & Hodgkinson L. (2021).  Population networks with no occupancy ceiling. ANZIAM 2021.
Gunawan, D., Griffiths W., & Chotikapanich D. (2021).  Posterior probabilities for Lorenz and stochastic dominance of Australian income distributions. Economic Record. 97(319), 504-524.
Li, Z. (2021).  Predicting bone regeneration from machine learning. Nature Computational Science. 1(8), 509 - 510.
Wu, P. Pao- Yen, Babaei T., O’Shea M., Mengersen K., Drovandi C., McGibbon K. E., et al. (2021).  Predicting performance in 4 x 200-m freestyle swimming relay events. PLOS ONE. 16(7), e0254538.
Pan, J., Cai Y., Wang L., Maehara A., Mintz G. S., Tang D., et al. (2021).  A prediction tool for plaque progression based on patient-specific multi-physical modeling. PLOS Computational Biology. 17(3), e1008344.
Jayetileke, H. L., Wang Y-G., & Zhu M. (2021).  Predictive regression with p-lags and order-q autoregressive predictors. Journal of Empirical Finance. 62, 282-293.
Mourdoukoutas, F., Boonen T. J., Koo B., & Pantelous A. A. (2021).  Pricing in a competitive stochastic insurance market. Insurance: Mathematics and Economics. 97, 44 - 56.
Montero-Manso, P., & Hyndman R. J. (2021).  Principles and algorithms for forecasting groups of time series: Locality and globality. International Journal of Forecasting. 37(4), 1632-1653.
Hyndman, R. (2021).  Probabilistic ensemble forecasting of Australian COVID-19 cases. 2021 Australian and New Zealand Statistical Conference (ANZSC2021).
Hyndman, R. J. (2021).   Probabilistic ensemble forecasting of Australian COVID-19 cases. International Symposium on Forecasting 2021.
Athanasopoulos, G., Hyndman R. J., Kourentzes N., & O'Hara-Wild M. (2021).  Probabilistic forecasts using expert judgement: the road to recovery from COVID-19.
Simpson, M. J., Browning A. P., Drovandi C., Carr E. J., Maclaren O. J., & Baker R. E. (2021).  Profile likelihood analysis for a stochastic model of diffusion in heterogeneous media. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. 477(2250), 20210214.
da Silva, N., Cook D., & Lee E-K. (2021).  A Projection Pursuit Forest Algorithm for Supervised Classification. Journal of Computational and Graphical Statistics. 30(4), 1168-1180.
Cameron, J. Katherine, & Baade P. (2021).  Projections of the future burden of cancer in Australia using Bayesian age-period-cohort models. Cancer Epidemiology. 72, 101935.
Hocagil, T. Akkaya, Cook R. J., Jacobson S. W., Jacobson J. L., & Ryan L. M. (2021).  Propensity score analysis for a semi‐continuous exposure variable: a study of gestational alcohol exposure and childhood cognition. Journal of the Royal Statistical Society: Series A (Statistics in Society). 184(4), 1390 - 1413.
Keith, J. M. (2021).  Properties of functions on a bounded charge space. arXiv. arXiv:2106.10894v1.
Keith, J. M. (2021).  Properties of functions on a bounded charge space. arXiv. arXiv:2106.10894v2.
Fisher, N. I., & Trewin D. J. (2021).  A proposal to enhance national capability to manage epidemics: The critical importance of expert statistical input including official statistics. Statistical Journal of the IAOS. 37(2), 465 - 481.
Morota, G., Cheng H., Cook D., & Tanaka E. (2021).  Prospects for interactive and dynamic graphics in the era of data-rich animal science. Journal of Animal Science. 99(2), skaa402.
Hockham, C., Kotwal S., Wilcox A., Bassi A., McGree J., Pollock C., et al. (2021).  Protocol for the Controlled evaLuation of Angiotensin Receptor blockers for COVID-19 respIraTorY disease (CLARITY): a randomised controlled trial. Trials. 22(1), 
Amiet, B., Collevecchio A., Scarsini M., & Zhong Z. (2021).  Pure Nash Equilibria and Best-Response Dynamics in Random Games. Mathematics of Operations Research. 46(4), 1552-1572.
Forrester, P. J. (2021).  Quantifying Dip–Ramp–Plateau for the Laguerre Unitary Ensemble Structure Function. Communications in Mathematical Physics. 387(1), 215 - 235.
Hyndman, R. J. (2021).  Quantile forecasting with ensembles and combinations. (Gilliland, M., Tashman L., & Sglavo U., Ed.).Business Forecasting: The Emerging Role of Artificial Intelligence and Machine Learning. 371-375.
Browning, A. P., Sharp J. A., Murphy R. J., Gunasingh G., Lawson B., Burrage K., et al. (2021).  Quantitative analysis of tumour spheroid structure. eLife. 10, e73020.
Warne, D. J. (2021).  R Code for Data Processing and Analysis for the Identification of Two-Phase Recovery Patterns using Reef Monitoring Data.
Vehtari, A., Gelman A., Simpson D., Carpenter B., & Bürkner P-C. (2021).  Rank-Normalization, Folding, and Localization: An Improved Rˆ for Assessing Convergence of MCMC (with Discussion). Bayesian Analysis. 16(2), 667 - 718.
Warne, D. J., Baker R. E., & Simpson M. J. (2021).  Rapid Bayesian inference for expensive stochastic models. arXiv. arXiv:1909.06540v3,
Cramb, S., Golledge J., Zhang Y., & Lazzarini P. A. (2021).  Re “Trends in Lower Extremity Amputation Incidence in European Union 15+ Countries 1990–2017”. European Journal of Vascular and Endovascular Surgery. 61(2), 344 - 345.
Gundry, L., Guo S-X., Kennedy G., Keith J., Robinson M., Gavaghan D., et al. (2021).  Recent advances and future perspectives for automated parameterisation, Bayesian inference and machine learning in voltammetry. Chemical Communications. 57(15), 1855-1870.
Tierney, N. (2021).  Recognising research software in academia. Invited Seminar, UNSW Sydney.
Kermorvant, C., Liquet B., Litt G., Jones J. B., Mengersen K., Peterson E. E., et al. (2021).  Reconstructing Missing and Anomalous Data Collected from High-Frequency In-Situ Sensors in Fresh Waters. International Journal of Environmental Research and Public Health. 18(23), 12803.
Burrage, K., Burrage P., & MacNamara S. (2021).  The reflectionless properties of Toeplitz waves and Hankel waves: An analysis via Bessel functions. Applied Mathematics and Computation. 389, 125576.
Forrester, P. J., & Rahman A. A. (2021).  Relations between moments for the Jacobi and Cauchy random matrix ensembles. Journal of Mathematical Physics. 62(7), 073302.
Vaisman, R., & Sun Y. (2021).  Reliability and importance measure analysis of networks with shared risk link groups. Reliability Engineering & System Safety. 211, 107578.
Peng, X., Ji S., Thompson R. G., & Zhang L. (2021).  Resilience planning for Physical Internet enabled hyperconnected production-inventory-distribution systems. Computers & Industrial Engineering. 158, 107413.

ARC Centre of Excellence for Mathematical & Statistical Frontiers

Peter Hall Building
The University of Melbourne
Victoria 3010
Australia

Ph: +61 3 8344 4473
Email: info@acems.org.au