25 citations · 36 across the 2 of their papers we have counts for
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stat.ME2021★ 25 cited
Simultaneous Confidence Corridors for Mean Functions in Functional Data Analysis of Imaging Data
Yueying Wang, Guannan Wang, Li Wang +1
Motivated by recent work involving the analysis of biomedical imaging data, we present a novel procedure for constructing simultaneous confidence corridors for the mean of imaging…
stat.ME2021★ 11 cited
Multivariate Spline Estimation and Inference for Image-On-Scalar Regression
Shan Yu, Guannan Wang, Li Wang +1
Motivated by recent data analyses in biomedical imaging studies, we consider a class of image-on-scalar regression models for imaging responses and scalar predictors. We propose us…
stat.ME2018
Sparse Model Identification and Learning for Ultra-high-dimensional Additive Partially Linear Models
Xinyi Li, Li Wang, Dan Nettleton
The additive partially linear model (APLM) combines the flexibility of nonparametric regression with the parsimony of regression models, and has been widely used as a popular tool…