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Enhancing probabilistic hydrological predictions with mixture density Networks: Accounting for heteroscedasticity and Non-Gaussianity

Dayang Li, Lucy Marshall, Yan Zhou, Ashish Sharma, Yang Long, Zhongmin Liang, Yi Yao

2024Journal of Hydrology12 citationsDOI

Topics & Concepts

HeteroscedasticityProbabilistic logicEnvironmental scienceEconometricsStatisticsMathematicsHydrological Forecasting Using AIHydrology and Watershed Management StudiesHydrology and Drought Analysis
Enhancing probabilistic hydrological predictions with mixture density Networks: Accounting for heteroscedasticity and Non-Gaussianity | Litcius