MINGO NDIWAGO, D., Nijzink, R., LEY, C., & HALE, J. (2024). Selecting a conceptual hydrological model using Bayes' factors computed with Replica Exchange Hamiltonian Monte Carlo and Thermodynamic Integration. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/59491. doi:10.5194/egusphere-2023-2865 |
MINGO NDIWAGO, D., LEY, C., & HALE, J. (15 December 2023). Using optimal transport to assess the impact of prior choice on Bayesian parameter inference in dynamical systems [Paper presentation]. 16th International Conference of the ERCIM WG on Computational and Methodological Statistics and 17th International Conference on Computational and Financial Econometrics, Berlin, Germany. |
Mingo Ndiwago, D., Nijzink, R., Ley, C., Schymanski, S., & Hale, J. (24 April 2023). Thermodynamic integration via Replica Exchange Hamiltonian Monte Carlo for faster sampling and model comparison [Paper presentation]. EGU General Assembly, Vienna, Austria. doi:10.5194/egusphere-egu23-2910 |
Mingo Ndiwago, D., Nijzink, R., Ley, C., Schymanski, S., & Hale, J. (25 January 2023). Using replica exchange Hamiltonian Monte Carlo and thermodynamic integration for comparison of dynamic rainfall-runoff models [Paper presentation]. Luxembourg-Waseda Conference on Modelling and Inference for Complex Data, Belval, Luxembourg. |
Mingo Ndiwago, D., Nijzink, R., Ley, C., Schymanski, S., & Hale, J. (05 June 2022). Using Bayes factors to compare dynamical models of hydrological systems [Paper presentation]. 5th International Conference on Econometrics and Statistics (EcoSta 2022), Kyoto, Japan. |
Mingo Ndiwago, D. (21 May 2021). Uncertainty, precision and reliability of eco-hydrological models [Paper presentation]. DTU DRIVEN Colloquium, University of Luxembourg, Luxembourg. |