University of Pisa, Pisa, Italy.
Int J Biostat. 2022 Jun 3;19(1):81-96. doi: 10.1515/ijb-2021-0063. eCollection 2023 May 1.
We describe an estimating equation that can be used to fit quantile regression models to interval-censored data. The proposed estimator presents important advantages over the existing methods, and can be applied when the data are a mixture of interval-censored, left-censored, and right-censored observations. We describe estimation and inference, report simulation results, and apply the proposed method to analyze the Signal Tandmobiel data. The necessary R code has been incorporated in the existing R package .
我们描述了一种可以用来拟合区间删失数据的分位数回归模型的估计方程。与现有的方法相比,所提出的估计量具有重要的优势,并且可以应用于数据为区间删失、左删失和右删失观测值的混合情况。我们描述了估计和推断,报告了模拟结果,并将所提出的方法应用于分析 Signal Tandmobiel 数据。必要的 R 代码已经被整合到现有的 R 包 中。