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Quantile regression has emerged as one of the standard tools for regression analysis that enables a proper assessment of the complete conditional distribution of responses even in the presence of heteroscedastic errors. Quantile regression estimates are obtained by minimising an asymmetrically...
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Haezendonck–Goovaerts risk measure. Since Orlicz quantiles fail to satisfy an internality property, bilateral Orlicz quantiles are …
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-tailed. Tests for changing dispersion and asymmetry may be based on contrasts between particular quantiles or expectiles. We report …Quantiles provide a comprehensive description of the properties of a variable and tracking changes in quantiles over … based on expectiles are also proposed; these might be expected to be more powerful for distributions that are not heavy …
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