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Kvantilovo-kvantilová (QQ) regresia×Kvantilová regresia×
OdborEkonometriaEkonometria
RodinaRegression modelRegression model
Rok vzniku20151978
TvorcaSim and ZhouKoenker & Bassett
TypNonparametric quantile regressionConditional quantile regression
Pôvodný zdrojSim, N., & Zhou, H. (2015). Oil prices, US stock return, and the dependence between their quantiles. Journal of Banking and Finance, 55, 1-8. DOI ↗Koenker, R. & Bassett, G., Jr. (1978). Regression Quantiles. Econometrica, 46(1), 33-50. DOI ↗
Ďalšie názvyQQ regression, QQ approach, quantile-on-quantile approach, nonparametric quantile regressionconditional quantile regression, regression quantiles, Kantil Regresyon
Príbuzné65
ZhrnutieQuantile-on-quantile regression is a nonparametric technique that estimates how the quantiles of one variable depend on the quantiles of another. By combining standard quantile regression with local linear smoothing, it produces a full two-dimensional surface of slope coefficients indexed by both the quantile of the outcome and the quantile of the predictor, revealing heterogeneous and asymmetric dependency structures invisible to standard regression.Quantile regression models conditional quantiles of an outcome - the median, the 25th or 75th percentile, and so on - rather than the conditional mean that OLS targets. Introduced by Koenker and Bassett in 1978, it reveals how predictors act across the whole distribution, including its tails.
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ScholarGatePorovnať metódy: Quantile-on-Quantile Regression · Quantile Regression. Získané 2026-06-17 z https://scholargate.app/sk/compare