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R Code
Code and data for Nguyen, M., Veraart, A.E.D., Taisne, B., Tan, C.T., Lallemant, D. (2022), ‘A dynamic extreme value model with applications to volcanic eruption forecasting’.
R package and analysis for Nguyen, M., Loos, S., Lallemant, D. (2022), ‘Modelling spatial correlation in earthquake-induced damage and its impact on regional loss estimation’ . Presented at ICOSSAR 2021-2022, 13th International Conference on Structural Safety & Reliability.
For analyses in Nguyen, M. and Lallemant D. (2021), ‘Order Matters: the Benefits of Ordinal Fragility Curves for Damage and Loss Estimation’ . Risk Analysis. https://doi.org/10.1111/risa.13815
Sample code and data for the analysis in Nguyen et al. (2020), ‘Mapping malaria seasonality in Madagascar using health facility data’ , BMC Medicine 18, 26.
For analysis and figures in Nguyen, M. and Veraart, A.E.D. (2018), ‘Bridging between short-range and long-range dependence with mixed spatio-temporal Ornstein-Uhlenbeck processes’ , Stochastics, 90(7), 1023-1052.
For analysis and figures in Nguyen, M. and Veraart, A.E.D. (2017), ‘Modelling spatial heteroskedasticity by volatility moduled moving averages’ , Spatial Statistics 20, 148-190.
For analysis and figures in Nguyen, M. and Veraart, A.E.D. (2017), ‘A note on confidence intervals for parameter estimates of a spatio-temporal Ornstein-Uhlenbeck process’ .
For analysis and figures in Nguyen, M. and Veraart, A.E.D. (2017), ‘Spatio-temporal Ornstein-Uhlenbeck processes: theory, simulation and statistical inference’ , Scandinavian Journal of Statistics, 44(1), 46-80.
Other resources
Youtube link to my talk at the Global Young Scientists Summit 2022 on geostatistical model extensions for applications including public health and disaster risk.
Slides on ‘Models for spatial and spatiotemporal volatility’ , based on the first two projects of my PhD thesis.
On the lighter side
Just as how people in Hollywood have the (Kevin) Bacon number , mathematicians have the Erdös number (mine is 5!). Compute your Erdös number here . Personally recommend this book on Paul Erdös’ eccentric lifestyle and dedication to his trade.
Some statistical podcasts: Stats + Stories , R!sky Talk
Michele Nguyen 