307 citations · 568 across the 44 of their papers we have counts for
Showing 2009Show all
3 papers · 1 filter
stat.ME2009★ 6 cited
Nonparametric Independence Screening in Sparse Ultra-High Dimensional Additive Models
Jianqing Fan, Yang Feng, Rui Song
A variable screening procedure via correlation learning was proposed Fan and Lv (2008) to reduce dimensionality in sparse ultra-high dimensional models. Even when the true model is…
math.ST2009★ 33 cited
Local quasi-likelihood with a parametric guide
Jianqing Fan, Yichao Wu, Yang Feng
Generalized linear models and the quasi-likelihood method extend the ordinary regression models to accommodate more general conditional distributions of the response. Nonparametric…
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…