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Averaged regression quantiles
The result showes that weighted averaged regression quantile in the linear regression model, with regressor components as weights, is monotone in (0, 1 regression quantile provides various scale s...
BA - Obecná matematika
- 2014 •
- C •
- Link
Rok uplatnění
C - Kapitola v odborné knize
Výsledek na webu
Averaged regression quantile
The average regression alpha-quantile, standardized with the regression parameter, is shown being asymptotically equivalent to the alpha-quantile of models errors, under general conditions on the model. Th...
BA - Obecná matematika
- 2014 •
- C •
- Link
Rok uplatnění
C - Kapitola v odborné knize
Výsledek na webu
Regression Quantile and Averaged Regression Quantile Processes
We consider the averaged version (B) over tilde (n)(alpha) of the two-step regression alpha-quantile, introduced in [6] and studied in [7]. We show regression quantile and also study the finite-sample rela...
Statistics and probability
- 2017 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
L-moments under nuisance regression
. Jureckova and Picek (2014) showed that averaged regression quantile is asymptotically equivalent to the location quantile. We therefore propose a generalization of L-moments in the model with nuisance regress...
BA - Obecná matematika
- 2016 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Empirical regression quantile processes
We address the problem of estimating quantile-based statistical functionals, when the measured or controlled entities depend on exogenous variables which are not under our control. As a suitable tool we propose the empirical process of the <...
Applied mathematics
- 2020 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Empirical regression quantile process
We address the problem of estimating quantile-based statistical functionals, when the measured or controlled entities depend on exogenous variables which are not undernour control. As a suitable tool we propose the empirical process of the <...
Statistics and probability
- 2020 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Averaged extreme regression quantile
of the basic distribution, is provided by the averaged regression quantile and namely by the average extreme regression quantile. Both are weighted means of regression quantile ...
BA - Obecná matematika
- 2016 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Estimation of Conditional Value-at-Risk in Linear Model
. We propose a novel estimator of CVaR(Z) based on the averaged two-step regression quantile combined with an R-estimate of regression parameters. regression is considered here, in other words, we do not o...
Statistics and probability
- 2024 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Multiple-output quantile regression
An introduction to quantile regression methods for vector responses and their overview.
Pure mathematics
- 2017 •
- C
Rok uplatnění
C - Kapitola v odborné knize
On elliptical quantiles in the quantile regression setup
This article defines a meaningful concept of elliptical location quantile with the aid of quantile regression, discusses its basic properties, and suggests its extension to a general regression framework through a ...
BA - Obecná matematika
- 2013 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
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