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Data transformation for neural network models in water resources applications
Data transformation neural network models water resources applications
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2009/12/4
A step that should be considered when developing artificial neural network (ANN) models for water resources applications is the selection of an appropriate transformation of the data. In general, the ...
Semiparametric Estimation of a Nonstationary Panel Data Transformation Model under Symmetry
Panel Data Transformation Model Nonstationarity Fixed-effects model Maximum Rank Correlation Estimator
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2010/7/2
This paper considers semiparametric estimation of a nonstationary transformation model with panel data. While nonstationarity is a common phenomenon in applied research, one of the drawbacks of most e...