4 citations · 6 across the 3 of their papers we have counts for
3 papers
stat.ME2023
Structured Learning in Time-dependent Cox Models
Guanbo Wang, Yi Lian, Archer Y. Yang +5
Cox models with time-dependent coefficients and covariates are widely used in survival analysis. In high-dimensional settings, sparse regularization techniques are employed for var…
stat.AP2022★ 2 cited
Integrating complex selection rules into the latent overlapping group Lasso for constructing coherent prediction models
Guanbo Wang, Sylvie Perreault, Robert W. Platt +3
The construction of coherent prediction models holds great importance in medical research as such models enable health researchers to gain deeper insights into disease epidemiology…
stat.ME2021★ 4 cited
A general framework for formulating structured variable selection
Guanbo Wang, Mireille E. Schnitzer, Tom Chen +2
In variable selection, a selection rule that prescribes the permissible sets of selected variables (called a "selection dictionary") is desirable due to the inherent structural con…