307 citations · 405 across the 3 of their papers we have counts for
3 papers
math.ST2011★ 44 cited
Varying-coefficient functional linear regression
Yichao Wu, Jianqing Fan, Hans-Georg Müller
Functional linear regression analysis aims to model regression relations which include a functional predictor. The analog of the regression parameter vector or matrix in convention…
stat.AP2009★ 307 cited
Network exploration via the adaptive LASSO and SCAD penalties
Jianqing Fan, Yang Feng, Yichao Wu
Graphical models are frequently used to explore networks, such as genetic networks, among a set of variables. This is usually carried out via exploring the sparsity of the precisio…
stat.ME2008★ 54 cited
Variable selection for the multicategory SVM via adaptive sup-norm regularization
Hao Helen Zhang, Yufeng Liu, Yichao Wu +1
The Support Vector Machine (SVM) is a popular classification paradigm in machine learning and has achieved great success in real applications. However, the standard SVM can not sel…