most citedPenalized Orthogonal-Components Regression for Large p Small n Data

24 citations · 24 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ME2013

Generalized Orthogonal Components Regression for High Dimensional Generalized Linear Models

Yanzhu Lin, Min Zhang, Dabao Zhang

Here we propose an algorithm, named generalized orthogonal components regression (GOCRE), to explore the relationship between a categorical outcome and a set of massive variables.…

stat.ME2008★ 24 cited

Penalized Orthogonal-Components Regression for Large p Small n Data

Dabao Zhang, Yanzhu Lin, Min Zhang

We propose a penalized orthogonal-components regression (POCRE) for large p small n data. Orthogonal components are sequentially constructed to maximize, upon standardization, thei…