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Nonparametric Prewhitening Estimators for Conditional Quantiles

Nonparametric Prewhitening Estimators for Conditional Quantiles

We define a nonparametric prewhitening method for estimating conditional quantiles based on local linear quantile regression. We characterize the bias, variance and asymptotic normality of the proposed estimator. Under weak conditions our estimator can achieve bias reduction and have the same varian...

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Bibliographic Details
Main Authors: SU, Liangjun, ULLAH, Aman
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2008
Subjects:
Local linear quantile regression
nonparametric quantile regression
prediction interval
prewhitening estimator
weighted Nadaraya-Watson estimator
Econometrics
Online Access:https://ink.library.smu.edu.sg/soe_research/436
https://ink.library.smu.edu.sg/context/soe_research/article/1435/viewcontent/A18n317.pdf
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/soe_research/436
https://ink.library.smu.edu.sg/context/soe_research/article/1435/viewcontent/A18n317.pdf

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