* Equal contribution;
** Contributed in three out of four sub-tasks
Manuscript in Preparation
- Léo R. Belzile, Rishikesh Yadav, and Nicholas R. Beck. Bayesian modeling of sparse conditional spatial extremes processes subject to left-censoring.
- Rishikesh Yadav, Raphael Huser, Thomas Opitz, Léo R. Belzile, Luigi Lombardo, and Hakan Tanyas. Joint modeling of Wenchuan landsldie counts and sizes using multivariate SPDE approach.
- Rishikesh Yadav, Alexandra M. Schmidt, Aurélie Labbe, and Pratheepa Jeganathan. Optimizing Bike Networks of sensors on Montreal Island: A Spatiotemporal Bayesian Modeling Framework.
Submitted Manuscript
Reserach Paper
- Léo R. Belzile, Arnab Hazra, and **Rishikesh Yadav. An utopic adventure in the modeling of conditional univariate and multivariate extremes. arXiv preprint
Book Chapter
- Rishikesh Yadav, Raphael Huser, and Luigi Lombardo. Statistics of extremes for natural hazards: landslides and earthquakes. arXive prprint
Published Manuscript
- *Arnab Hazra, *Pratik Nag, *Rishikesh Yadav, and Ying Sun (2024). Exploring the efficacy of statistical and deep learning methods for large spatial datasets: A Case Study.
Journal of Agricultural, Biological and Environmental Statistics. https://doi.org/10.1007/s13253-024-00602-4
- Rishikesh Yadav, Raphael Huser, Thomas Opitz, and Luigi Lombardo (2023). Joint modeling of landslide counts and sizes using spatial marked point processes with sub-asymptotic mark distributions.
Journal of the Royal Statistical Society Series C (JRSSC): Applied Statistics, qlad077. https://doi.org/10.1093/jrsssc/qlad077
- Rishikesh Yadav, Raphael Huser, and Thomas Opitz(2022). A flexible Bayesian hierarchical modeling framework for spatially dependent peaks-over-threshold data.
Spatial Statistics 51, 100672. https://doi.org/10.1016/j.spasta.2022.100672
- *Daniela Cisneros, *Yan Gong, *Rishikesh Yadav, Arnab Hazra, and Raphael Huser(2022). A combined statistical and machine learning approach for spatial prediction of extreme wildfire frequencies and sizes.
Extremes, 1-30. https://doi.org/10.1007/s10687-022-00460-8
- Rishikesh Yadav, Raphael Huser, and Thomas Opitz (2021). Spatial hierarchical modeling of threshold exceedances using rate mixtures.
Environmetrics 32 (3), e2662. https://doi.org/10.1002/env.2662
Reviwer