13 citations · 33 across the 5 of their papers we have counts for
3 papers · 1 filter
Partial Consistency with Sparse Incidental Parameters
Jianqing Fan, Runlong Tang, Xiaofeng Shi
Penalized estimation principle is fundamental to high-dimensional problems. In the literature, it has been extensively and successfully applied to various models with only structur…
Likelihood based inference for current status data on a grid: A boundary phenomenon and an adaptive inference procedure
Runlong Tang, Moulinath Banerjee, Michael R. Kosorok
In this paper, we study the nonparametric maximum likelihood estimator for an event time distribution function at a point in the current status model with observation times support…
A two-stage hybrid procedure for estimating an inverse regression function
Runlong Tang, Moulinath Banerjee, George Michailidis
We consider a two-stage procedure (TSP) for estimating an inverse regression function at a given point, where isotonic regression is used at stage one to obtain an initial estimate…