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Specifying a hierarchical mixture of experts for hydrologic modeling: Gating function variable selection
Author(s) -
Jeremiah Erwin,
Marshall Lucy,
Sisson Scott A,
Sharma Ashish
Publication year - 2013
Publication title -
water resources research
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.863
H-Index - 217
eISSN - 1944-7973
pISSN - 0043-1397
DOI - 10.1002/wrcr.20150
Subject(s) - variable (mathematics) , selection (genetic algorithm) , function (biology) , computer science , gating , environmental science , statistics , mathematics , artificial intelligence , psychology , biology , mathematical analysis , evolutionary biology , neuroscience
Key Points Addressing model parameter and structural uncertainties in a Bayesian setting Specifying catchment predictors for better model mixing and simulation Predicting streamflow for ungauged basin by regionalising predictor coefficients