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2024

Journal Article

Calibration of agent based models for monophasic and biphasic tumour growth using approximate Bayesian computation

Wang, Xiaoyu, Jenner, Adrianne L., Salomone, Robert, Warne, David J. and Drovandi, Christopher (2024). Calibration of agent based models for monophasic and biphasic tumour growth using approximate Bayesian computation. Journal of Mathematical Biology, 88 (3) 28, 28. doi: 10.1007/s00285-024-02045-4

Calibration of agent based models for monophasic and biphasic tumour growth using approximate Bayesian computation

2024

Journal Article

Preconditioned neural posterior estimation for likelihood-free inference

Wang, Xiaoyu, Kelly, Ryan P., Warne, David J. and Drovandi, Christopher (2024). Preconditioned neural posterior estimation for likelihood-free inference. Transactions on Machine Learning Research, 2024.

Preconditioned neural posterior estimation for likelihood-free inference

2023

Journal Article

Being Bayesian in the 2020s: opportunities and challenges in the practice of modern applied Bayesian statistics

Bon, Joshua J., Bretherton, Adam, Buchhorn, Katie, Cramb, Susanna, Drovandi, Christopher, Hassan, Conor, Jenner, Adrianne L., Mayfield, Helen J., McGree, James M., Mengersen, Kerrie, Price, Aiden, Salomone, Robert, Santos-Fernandez, Edgar, Vercelloni, Julie and Wang, Xiaoyu (2023). Being Bayesian in the 2020s: opportunities and challenges in the practice of modern applied Bayesian statistics. Philosophical Transactions A. Mathematical, Physical and Engineering Sciences, 381 (2247) 20220156. doi: 10.1098/rsta.2022.0156

Being Bayesian in the 2020s: opportunities and challenges in the practice of modern applied Bayesian statistics

2015

Journal Article

Projecting Future Transmission of Malaria Under Climate Change Scenarios: Challenges and Research Needs

Yu, Weiwei, Mengersen, Kerrie, Dale, Pat, Ye, Xiaofang, Guo, Yuming, Turner, Lyle, Wang, Xiaoyu, Bi, Yan, McBride, William J. H., MacKenzie, John S. and Tong, Shilu (2015). 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

Projecting Future Transmission of Malaria Under Climate Change Scenarios: Challenges and Research Needs