2 citations · 2 across the 5 of their papers we have counts for
5 papers
Linear spline index regression model: Interpretability, nonlinearity and dimension reduction
Lianqiang Qu, Long Lv, Meiling Hao +1
Inspired by the complexity of certain real-world datasets, this article introduces a novel flexible linear spline index regression model. The model posits piecewise linear effects…
Distributed variable screening for generalized linear models
Tianbo Diao, Lianqiang Qu, Bo Li +1
In this article, we develop a distributed variable screening method for generalized linear models. This method is designed to handle situations where both the sample size and the n…
Renewable Learning for Multiplicative Regression with Streaming Datasets
Tianzhen Wang, Haixiang Zhang, Liuquan Sun
When large amounts of data continuously arrive in streams, online updating is an effective way to reduce storage and computational burden. The key idea of online updating is that t…
Inference on High-dimensional Single-index Models with Streaming Data
Dongxiao Han, Jinhan Xie, Jin Liu +4
Traditional statistical methods are faced with new challenges due to streaming data. The major challenge is the rapidly growing volume and velocity of data, which makes storing suc…
On Estimating Optimal Regime for Treatment Initiation Time Based on Restricted Mean Residual Lifetime
Xin Chen, Rui Song, Jiajia Zhang +3
When to initiate treatment on patients is an important problem in many medical studies such as AIDS and cancer. In this article, we formulate the treatment initiation time problem…