193 citations · 438 across the 22 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
stat.ME2021
De-biased Lasso for Generalized Linear Models with A Diverging Number of Covariates
Lu Xia, Bin Nan, Yi Li
Modeling and drawing inference on the joint associations between single nucleotide polymorphisms and a disease has sparked interest in genome-wide associations studies. In the moti…
stat.ME2021★ 2 cited
Kernel estimation of bivariate time-varying coefficient model for longitudinal data with terminal event
Yue Wang, Bin Nan, Jack D. Kalbfleisch
We propose a nonparametric bivariate time-varying coefficient model for longitudinal measurements with the occurrence of a terminal event that is subject to right censoring. The ti…
stat.ME2021
Statistical Inference for Cox Proportional Hazards Models with a Diverging Number of Covariates
Lu Xia, Bin Nan, Yi Li
For statistical inference on regression models with a diverging number of covariates, the existing literature typically makes sparsity assumptions on the inverse of the Fisher info…