Comparison of support vector machine and copula-based nonlinear quantile regression for estimating the daily diffuse solar radiation: A case study in China
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DOI: 10.1016/j.renene.2019.07.053
Abstract: Abstract In this paper, three kinds of models, including support vector machine-firefly algorithm (SVM-FFA), copula-base nonlinear quantile regression (CNQR) and empirical models were developed for daily diffuse radiation (Hd) estimation. The meteorological data during 1981–2000… read more here.
Keywords: vector machine; svm ffa; ffa; nonlinear quantile ... See more keywords
Model-robust designs for nonlinear quantile regression
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DOI: 10.1177/0962280220948159
Abstract: We construct robust designs for nonlinear quantile regression, in the presence of both a possibly misspecified nonlinear quantile function and heteroscedasticity of an unknown form. The asymptotic mean-squared error of the quantile estimate is evaluated… read more here.
Keywords: quantile regression; nonlinear quantile; model; function ... See more keywords