Empirical likelihood and quantile regression in longitudinal data analysis

• Published in: Biometrika Vol. 98; no. 4; pp. 1001 - 1006
• Main Authors: Leng, Chenlei, Tang, Cheng Yong
• Format: Journal Article
• Language: English
• Published: Oxford University Press for Biometrika Trust 01.12.2011
• Series: Biometrika

We propose a novel quantile regression approach for longitudinal data analysis which naturally incorporates auxiliary information from the conditional mean model to account for within-subject correlations. The efficiency gain is quantified theoretically and demonstrated empirically via simulation st...