Efficient estimation of partially linear additive Cox models and variance estimation under shape restrictions

Junjun Lang, Yukun Liu, Jing Qin

Shape-restricted inferences have exhibited empirical success in various applications with survival data. However, certain works fall short in providing a rigorous theoretical justi…