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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
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…