35 citations · 83 across the 6 of their papers we have counts for
6 papers
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…
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…
Nonparametric Regression for 3D Point Cloud Learning
Xinyi Li, Shan Yu, Yueying Wang +3
Over the past two decades, we have seen an exponentially increased amount of point clouds collected with irregular shapes in various areas. Motivated by the importance of solid mod…
Comparing and Integrating US COVID-19 Data from Multiple Sources with Anomaly Detection and Repairing
Guannan Wang, Zhiling Gu, Xinyi Li +5
Over the past few months, the outbreak of Coronavirus disease (COVID-19) has been expanding over the world. A reliable and accurate dataset of the cases is vital for scientists to…
Spatiotemporal Dynamics, Nowcasting and Forecasting of COVID-19 in the United States
Li Wang, Guannan Wang, Lei Gao +5
Epidemic modeling is an essential tool to understand the spread of the novel coronavirus and ultimately assist in disease prevention, policymaking, and resource allocation. In this…
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…