Publications

Found 3140 results
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Submitted
Kennedy, DW., White N., Mengersen KL., & Lea R. (Submitted).  Cell-type specific analysis of heterogeneous methylation signal using a Bayesian model-based approach.
Mandal, S., Bhattacharya S., Roy C., Rameez M. Jameela, Sarkar J., Fernandes S., et al. (Submitted).  Cryptic role of tetrathionate in the sulfur cycle: A study from Arabian Sea oxygen minimum zone sediments. Biogeosciences Discussions. 1 - 26.
Ullah, I., Mengersen KL., Hyndman R. J., & McGree J. (Submitted).  Detection of cybersecurity attacks through analysis of web browsing activities using principal component analysis.
Kandanaarachchi, S., Hyndman R. J., & Smith-Miles K. (Submitted).  Early classification of spatio-temporal events using partial information.
Ashouri, M., Hyndman R. J., & Schmueli G. (Submitted).  Fast forecast reconciliation using linear models.
Panagiotelis, A., Gamakumara P., Athanasopoulos G., & Hyndman R. (Submitted).  Forecast reconciliation: A geometric view with new insights on bias correction.
Eckert, F., Hyndman R. J., & Panagiotelis A. (Submitted).  Forecasting Swiss Exports using Bayesian Forecast Reconciliation.
Psaltis, S. T. P., Timms R., Please C., & S. Chapman J. (Submitted).  Homogenisation of spirally-wound high-contrast layered materials. SIAM Journal on Applied Mathematics.
Warne, D. J., Crossman K. A., Jin W., Mengersen KL., Osborne K., Simpson M. J., et al. (Submitted).  Identification and modelling of two-phase recovery in hard corals across the Great Barrier Reef. Journal of Applied Ecology.
Abolghasemi, M., Hyndman R. J., Tarr G., & Bergmeir C. (Submitted).  Machine learning applications in time series hierarchical forecasting.
Nadarajah, K., Martin G. M., & Poskitt D. S. (Submitted).  Optimal Bias Correction of the Log-periodogram Estimator of the Fractional Parameter: A Jackknife Approach. Journal of Statistic Inference and Planning.
Wickramasuriya, S. L., Turlach B. A., & Hyndman R. J. (Submitted).  Optimal non-negative forecast reconciliation.
Zamani, A., Haghbin H., Hashemi M., & Hyndman R. J. (Submitted).  Seasonal functional autoregressive models.
In Press
Hon, C. K. H., Sun C., Xia B., Jimmieson N. L., Way K. A., & Wu P. Pao- Yen (In Press).  Applications of Bayesian approaches in construction management research: a systematic reviewPurposeDesign/methodology/approachFindingsOriginality/value. Engineering, Construction and Architectural Management.
Czellar, V., Frazier D. T., & Renault E. (In Press).  Approximate maximum likelihood for complex structural models. Journal of Econometrics.
Haque, S., & Mengersen K. (In Press).  Assessing the accuracy of individual link with varying block sizes and cut-off values using MaCSim approach. Communications in Statistics - Theory and Methods.
Forrester, P. J., & Kumar S. (In Press).  Computable structural formulas for the distribution of the $$\beta $$-Jacobi edge eigenvalues. The Ramanujan Journal.
Cui, T., & Dolgov S. (In Press).  Deep Composition of Tensor-Trains Using Squared Inverse Rosenblatt TransportsAbstract. Foundations of Computational Mathematics.
Mazhar, S., Wu P. Pao- Yen, & Rosemann M. (In Press).  Designing complex socio-technical process systems – the airport example. Business Process Management Journal.
Asanjarani, A., Liquet B., & Nazarathy Y. (In Press).  Estimation of semi-Markov multi-state models: a comparison of the sojourn times and transition intensities approaches. The International Journal of Biostatistics.
Wellington, M., Mortlock M., & Moepeng P. (In Press).  Evaluating food transfers in Botswana using multiple matching methods. Development Southern Africa.
Vercelloni, J., Kayal M., Chancerelle Y., & Planes S. (In Press).  Exposure, vulnerability, and resiliency of French Polynesian coral reefs to environmental disturbances. Scientific Report. SREP-18-17314,
Loaiza-Maya, R., Smith M. Stanley, Nott D. J., & Danaher P. J. (In Press).  Fast and accurate variational inference for models with many latent variables. Journal of Econometrics.
Ashouri, M., Hyndman R. J., & Shmueli G. (In Press).  Fast Forecast Reconciliation Using Linear Models. Journal of Computational and Graphical Statistics.
Bennett, N., Woodcock S., Pluss M. A., Bennett K. J. M., Deprez D., Vaeyens R., et al. (In Press).  Forecasting the development of explosive leg power in youth soccer players. Science and Medicine in Football. 1-9.
Feng, L.B., Zhuang P., Liu F., Turner I., & Li J. (In Press).  High-order numerical methods for the Riesz space fractional advection–dispersion equations. Computers & Mathematics with Applications.
Frazier, D. T., & Koo B. (In Press).  Indirect inference for locally stationary models. Journal of Econometrics.
Martin, G. M., Nadarajah K.., & Poskitt D.S.. (In Press).  Issues in the estimation of mis-specified models of fractionally integrated processes. Journal of Econometrics.
Hirsch, C., Moka S. B., Taimre T., & Kroese D. P. (In Press).  Rare Events in Random Geometric Graphs. Methodology and Computing in Applied Probability.
Smith-Miles, K., & Geng X. (In Press).  Revisiting Facial Age Estimation with New Insights from Instance Space Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence.
Loaiza-Maya, R., & Nibbering D. (In Press).  Scalable Bayesian Estimation in the Multinomial Probit Model. Journal of Business & Economic Statistics.
Zamani, A., Haghbin H., Hashemi M., & Hyndman R. J. (In Press).  Seasonal functional autoregressive models. Journal of Time Series Analysis.
Ambrogi, F., Dutta J., Heisig J., Kraml S., Kulkarni S., Laa U., et al. (In Press).  SModelS v1.2: Long-lived particles, combination of signal regions, and other novelties. Computer Physics Communications.
Li, Y., Fan X., Chen L., Li B., & Sisson S. A. (In Press).  Smoothing graphons for modelling exchangeable relational data. Machine Learning.
Huang, W., Linton O., & Zhang Z. (In Press).  A Unified Framework for Specification Tests of Continuous Treatment Effect Models. Journal of Business & Economic Statistics.
Ranathunga, D., Roughan M., & Nguyen H. (In Press).  Verifiable Policy-Defined Networking using Metagraphs. IEEE Transactions on Dependable and Secure Computing. 1 - 1.
Gupta, S., Hyndman R. J., Cook D., & Unwin A. (In Press).  Visualizing Probability Distributions Across Bivariate Cyclic Temporal Granularities. Journal of Computational and Graphical Statistics. 1 - 12.
Moilanen, U., Kirkinen T., Saari N-J., Rohrlach A. B., Krause J., Onkamo P., et al. (In Press).  A Woman with a Sword? – Weapon Grave at Suontaka Vesitorninmäki, Finland. European Journal of Archaeology.
2023
Chakraborty, A., Nott D. J., Drovandi C. C., Frazier D. T., & Sisson S. A. (2023).  Modularized Bayesian analyses and cutting feedback in likelihood-free inference. Statistics and Computing. 33(1), 
2022
Wang, Y-G., Fu L., & Paul S. (2022).  Analysis of Longitudinal Data with Examples. 248.
Wu, P. Pao- Yen, Garufi L., Drovandi C., Mengersen K., Mitchell L. J. G., Osborne M. A., et al. (2022).  Bayesian prediction of winning times for elite swimming events. Journal of Sports Sciences. 40(1), 24-31.
Fieldsend, J. E., Wagner M., Munoz M. Andres, Soleimani H., & Kandanaarachchi S. (2022).  Benchmarking algorithm portfolio construction methods. GECCO '22: Genetic and Evolutionary Computation ConferenceProceedings of the Genetic and Evolutionary Computation Conference Companion. 499 - 502.
Laa, U., Cook D., & Lee S. (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.
Jain, M., Tyagi A., Subramanyam A. V., Denman S., Sridharan S., & Fookes C. (2022).  Channel Graph Regularized Correlation Filters for Visual Object Tracking. IEEE Transactions on Circuits and Systems for Video Technology. 32(2), 715-729.
Chen, W. Ye, Peters G. W., Gerlach R. H., & Sisson S. A. (2022).  Dynamic quantile function models. Quantitative Finance. 22(9), 1665 - 1691.
Priddle, J. W., Sisson S. A., Frazier D. T., Turner I., & Drovandi C. (2022).  Efficient Bayesian Synthetic Likelihood With Whitening Transformations. Journal of Computational and Graphical Statistics. 31(1), 50-63.
Hennessy, E. A., Acabchuk R. L., Arnold P. A., Dunn A. G., Foo Y. Zhi, Johnson B. T., et al. (2022).  Ensuring Prevention Science Research is Synthesis-Ready for Immediate and Lasting Scientific Impact. Prevention Science. 23, 809-820.
Alahakoon, P., McCaw J. M., & Taylor P. G. (2022).  Estimation of the probability of epidemic fade-out from multiple outbreak data. Epidemics. 38, 100539.
Yang, Y., Xi X., Miao S., & Wu J. (2022).  Event-triggered output feedback containment control for a class of stochastic nonlinear multi-agent systems. Applied Mathematics and Computation. 418, 126817.
Bertacchi, D., Braunsteins P., Hautphenne S., & Zucca F. (2022).  Extinction probabilities in branching processes with count- ably many types: a general framework. Latin American Journal of Probability and Mathematical Statistics. 19(1), 311-338.