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Regression Quantile and Averaged Regression Quantile Processes

2017
We 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, 2010
Equivalence 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.
openaire   +2 more sources

Regression Quantiles

Econometrica, 1978
Koenker, Roger W, Bassett, Gilbert, Jr
openaire   +1 more source

Regression Models for Quantiles

Journal of Mathematical Sciences, 2001
Blagoveshchenskii, Yu. N.   +1 more
openaire   +1 more source

Quantile Regression for Survival Data

Annual Review of Statistics and Its Application, 2021
Limin Peng
exaly  

Quantile Regression

Technometrics, 2006
openaire   +1 more source

Goodness of Fit and Related Inference Processes for Quantile Regression

Journal of the American Statistical Association, 1999
Roger Koenker
exaly  

Applications for Quantile Regression in Epidemiology

Current Epidemiology Reports, 2019
Ying Wei   +2 more
exaly  

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