66 citations · 88 across the 9 of their papers we have counts for
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3 papers · 1 filter
stat.ME2017★ 1 cited
Additive Partially Linear Models for Massive Heterogeneous Data
Binhuan Wang, Yixin Fang, Heng Lian +1
We consider an additive partially linear framework for modelling massive heterogeneous data. The major goal is to extract multiple common features simultaneously across all sub-pop…
stat.ME2016★ 15 cited
Penalized Weighted Least Squares for Outlier Detection and Robust Regression
Xiaoli Gao, Yixin Fang
To conduct regression analysis for data contaminated with outliers, many approaches have been proposed for simultaneous outlier detection and robust regression, so is the approach…
stat.ME2013
A note on selection stability: combining stability and prediction
Yixin Fang, Junhui Wang, Wei Sun
Recently, many regularized procedures have been proposed for variable selection in linear regression, but their performance depends on the tuning parameter selection. Here a criter…