【摘要】 文章在响应变量随机删失时，研究了函数型非参数分位数回归模型，通过极小化逆概率加权分位数损失函数，构造模型中未知非参数函数的估计量。在一定的条件下，获得估计量的渐近正态性；通过模拟研究，验证了估计量的有效性。更多还原

【Abstract】 In this paper, the nonparametric quantile regression model is presented to characterize the association between censored survival time and a set of functional predictors when response variables are censored at random, and estimates of nonparametric functions are obtained by minimizing the inverse probability weighted quantile loss function. Under some mild conditions, the asymptotic normality of the estimates is given. Simulation studies further verify the validity of the proposed model.更多还原