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Regression Quantile and Averaged Regression Quantile Processes
2017We consider the averaged version \(\widetilde{B}_n(\alpha )\) of the two-step regression \(\alpha \)-quantile, introduced in [6] and studied in [7]. We show that it is asymptotically equivalent to the averaged version \(\bar{B}_n(\alpha )\) of ordinary regression quantile and also study the finite-sample relation of \(\widetilde{B}_n(\alpha )\) to ...
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Estimating Equivalence with Quantile Regression
Ecological Applications, 2010Equivalence testing and corresponding confidence interval estimates are used to provide more enlightened statistical statements about parameter estimates by relating them to intervals of effect sizes deemed to be of scientific or practical importance rather than just to an effect size of zero.
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Regression Models for Quantiles
Journal of Mathematical Sciences, 2001Blagoveshchenskii, Yu. N. +1 more
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Quantile Regression for Survival Data
Annual Review of Statistics and Its Application, 2021Limin Peng
exaly
Goodness of Fit and Related Inference Processes for Quantile Regression
Journal of the American Statistical Association, 1999Roger Koenker
exaly
Applications for Quantile Regression in Epidemiology
Current Epidemiology Reports, 2019Ying Wei +2 more
exaly

