Books and Book Chapters
(2022). Analysis of Longitudinal Data with Examples.
248. doi: 10.1201/9781315153636
(2020). Bayesian Neural Networks: An Introduction and Survey.
ase Studies in Applied Bayesian Data Science: CIRM Jean-Morlet Chair, Fall 2018. 1, 45-87. doi: 10.1007/978-3-030-42553-1_3
(2020). Network Structure Change Point Detection by Posterior Predictive Discrepancy.
(Tuffin, B., & L'Ecuyer P., Ed.).Springer Proceedings in Mathematics & Statistics: Monte Carlo and Quasi-Monte Carlo MethodsNetwork Structure Change Point Detection by Posterior Predictive Discrepancy. 324, 107 - 123. doi: 10.1007/978-3-030-43465-6_5
(2019). Wider contours and adaptive contours.
(Wood, D., De Gier J., Praeger C. E., & Tao T., Ed.).2017 MATRIX Annals. 2, 79-98. doi: 10.1007/978-3-030-04161-8_7
(2019). Optimization Methods for Inverse Problems.
(Wood, D., Ed.).2017 MATRIX Annals. doi: 10.1007/978-3-030-04161-8_9
(2018). Detection of Longitudinal Brain Atrophy Patterns Consistent with Progression Towards Alzheimer's Disease.
doi: 10.5204/thesis.eprints.118289
(2018). 2016 MATRIX Annals.
(De Gier, J., Praeger C. E., Wood D. R., & Tao T., Ed.).MATRIX Book Series. 1, 656. doi: 10.1007/978-3-319-72299-3
(2018). ABC and Indirect Inference.
Handbook of Approximate Bayesian Computation. 179-210.
(2018). Approximating the Likelihood in ABC.
Handbook of Approximate Bayesian Computation. 321-368.
(2018). ABC in Nuclear Imaging.
Handbook of Approximate Bayesian Computation. 623-648.
(2018). Reliability of a Network with Heterogeneous Components.
(Lisnianski, A., Frenkel I., & Karagrigoriou A., Ed.).Recent Advances in Multi-state Systems Reliability. 3 - 18. doi: 10.1007/978-3-319-63423-4_1
(2018). High-Dimensional ABC.
Handbook of Approximate Bayesian Computation. 211-242. doi: 10.1201/9781315117195-8
(2018). An Integrated Loss-Based Optimization Model for Apple Supply Chain.
(N., K., J. E., & R. B., Ed.).Operations Research Proceedings 2017. 663 - 669. doi: 10.1007/978-3-319-89920-6_88
(2018). Inferences on the Acquisition of Multi-Drug Resistance in Mycobacterium Tuberculosis Using Molecular Epidemiological Data.
Handbook of Approximate Bayesian Computation. 481-511.
(2018). Handbook of Approximate Bayesian Computation.
(Sisson, S., Fan Y., & Beaumont M. A., Ed.). doi: 10.1201/9781315117195
(2018). Overview of ABC.
Handbook of Approximate Bayesian Computation. 3-54.
(2018). ABC Samplers.
Handbook of Approximate Bayesian Computation. 87-124.
(2016). A Queueing Approximation of MMPP/PH/1.
Queueing Theory and Network Applications. 383, 41-51. doi: 10.1007/978-3-319-22267-7
(2016). Modelling extremes using approximate Bayesian computation.
(Dey, D., & Yan J., Ed.).Extreme Value Modelling and Risk Analysis. 281-306.
(2016). R for Data Science.
Import, tidy, transform, visualize, and model data.
(2016). Contributions of Rabi Bhattacharya to the Central Limit Theory and Normal Approximation. .
(Denker, M., & Waymire E. C., Ed.).Rabi N. Bhattacharya: Selected Papers. 3-13. doi: 10.1007/978-3-319-30190-7_1
(2016). Applied Survival Analysis Using R.
(2016). Simulation and the Monte Carlo Methods.
1-432.
(2016). On sampling methods for costly multi-objective black-box optimization.
Advances in Stochastic and Deterministic Global Optimization. 273–296.
(2015). Bayesian Inference for Logistic Regression Models Using Sequential Posterior Simulation .
(Upadhyay, S.K., Singh U., Dey D.K., & Loganathan A., Ed.).Current Trends in Bayesian Methodology with Applications. 289-312.
(2015). Biosecurity Surveillance: Quantitative Approaches.
(Jarrad, F., Low-Choy S., & Mengersen KL., Ed.). doi: 10.1079/9781780643595.0000
(2015). Using Bayesian networks to model surveillance in complex plant and animal health systems.
(Jarrad, F., Low-Choy S., & Mengersen KL., Ed.).Biosecurity Surveillance: Quantitative Approaches. 278-295. doi: 10.1079/9781780643595.0278
(2015). Spatial Process Simulation.
(Schmidt, V., Ed.).Stochastic Geometry, Spatial Statistics and Random Fields. 369-404. doi: 10.1007/978-3-319-10064-7_12
(2015). Statistical Analysis of N-of-1 Trials.
(Nikles, J., & Mitchell G., Ed.).The Essential Guide to N-of-1 Trials in Health. 135-153. doi: 10.1007/978-94-017-7200-6_12
(2015). Systematic Review and Meta-analysis Using N-of-1 Trials.
(Nikles, J., & Mitchell G., Ed.).The Essential Guide to N-of-1 Trials in Health. 211-231. doi: 10.1007/978-94-017-7200-6_16
(2015). The role of surveillance in evaluating and comparing international quarantine systems.
(Jarrad, F., Low-Choy S., & Mengersen KL., Ed.).Biosecurity Surveillance: Quantitative Approaches. 137-150. doi: 10.1079/9781780643595.0137
(2015). Design of a surveillance system for non-indigenous species on Barrow Island: plants case study.
(Nikles, J., & Mitchell G., Ed.).Biosecurity surveillance: quantitative approaches. 203-216. doi: 10.1079/9781780643595.0203
(2015). Biosecurity surveillance in agriculture and environment: a review.
(Jarrad, F.., Low-Choy S.., & Mengersen K.., Ed.).Biosecurity surveillance: quantitative approaches. 9-42. doi: 10.1079/9781780643595.0009
(2015). Bounding Embeddings of VC Classes into Maximum Classes.
(Vovk, V., Papadopoulos H., & Gammerman A., Ed.).Measures of Complexity. 303-325. doi: 10.1007/978-3-319-21852-6_21
(2015). Distributed Collaborative Immersive Virtual Reality Framework for the Mining Industry.
(Billingsley, J., & Brett P., Ed.).Machine Vision and Mechatronics in Practice. 39-48. doi: 10.1007/978-3-662-45514-2_4
(2015). Signal and Image Analysis for Biomedical and Life Sciences.
(Sun, C., Bednarz T., Pham T.D., Vallotton P., & Wang D., Ed.).Advances in Experimental Medicine and Biology. 823, XVI, 276. doi: 10.1007/978-3-319-10984-8
(2015). Designing surveillance for emergency response.
(Jarrad, F., Low-Choy S., & Mengersen KL., Ed.).Biosecurity surveillance: quantitative approaches. 123-133. doi: 10.1079/9781780643595.0123
(2014). Cloud Based Toolbox for Image Analysis, Processing and Reconstruction Tasks.
(Sun, C., Bednarz T., Pham T. D., Vallotton P., & Wang D., Ed.).Signal and Image Analysis for Biomedical and Life Sciences. 823, 191 - 205. doi: 10.1007/978-3-319-10984-8_11