16 citations · 49 across the 14 of their papers we have counts for
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stat.ME2016★ 15 cited
Fully Bayesian Classification with Heavy-tailed Priors for Selection in High-dimensional Features with Grouping Structure
Lai Jiang, Longhai Li, Weixin Yao
Feature selection is demanded in many modern scientific research problems that use high-dimensional data. A typical example is to find the most useful genes that are related to a c…
stat.ME2016★ 1 cited
Mixture of Regression Models with Single-Index
Sijia Xiang, Weixin Yao
In this article, we propose a class of semiparametric mixture regression models with single-index. We argue that many recently proposed semiparametric/nonparametric mixture regress…
stat.ME2016★ 6 cited
Nonparametric and Varying Coefficient Modal Regression
Weixin Yao, Sijia Xiang
In this article, we propose a new nonparametric data analysis tool, which we call nonparametric modal regression, to investigate the relationship among interested variables based o…