Specifying a hierarchical mixture of experts for hydrologic modeling: Gating function variable selection

Publisher: John Wiley & Sons Inc

E-ISSN: 1944-7973|49|5|2926-2939

ISSN: 0043-1397

Source: WATER RESOURCES RESEARCH, Vol.49, Iss.5, 2013-05, pp. : 2926-2939

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Abstract

Key PointsAddressing model parameter and structural uncertainties in a Bayesian settingSpecifying catchment predictors for better model mixing and simulationPredicting streamflow for ungauged basin by regionalising predictor coefficients