Scalar-on-image regression via the soft-thresholded Gaussian process-Reference-Cited by-同舟云学术

Scalar-on-image regression via the soft-thresholded Gaussian process

Published:2018-01-19 Issue:1 Volume:105 Page:165-184
ISSN:0006-3444
Container-title:Biometrika
language:en
Short-container-title:

Author:

Kang Jian¹,Reich Brian J²,Staicu Ana-Maria²

Affiliation:

1. Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, Michigan 48109, U.S.A. jiankang@umich.edu

2. Department of Statistics, North Carolina State University, Raleigh, North Carolina 27695, U.S.A. bjreich@ncsu.edu astaicu@ncsu.edu

Funder

National Institutes of Health

Publisher

Oxford University Press (OUP)

Subject

Applied Mathematics,Statistics, Probability and Uncertainty,General Agricultural and Biological Sciences,Agricultural and Biological Sciences (miscellaneous),General Mathematics,Statistics and Probability

Link

http://academic.oup.com/biomet/article-pdf/105/1/165/24331693/asx075.pdf

Reference31 articles.

1. Spatial variable selection methods for investigating acute health effects of fine particulate matter components.;Boehm Vock;Biometrics,2014

2. Bayesian estimation of the spectral density of a time series.;Choudhuri;J. Am. Statist. Assoc.,2004

Cited by 46 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Exploring heterogeneity and dynamics of meteorological influences on US PM2.5: A distributed learning approach with spatiotemporal varying coefficient models;Spatial Statistics;2024-06

2. Individualized image region detection with total variation;Statistical Analysis and Data Mining: The ASA Data Science Journal;2024-05

3. Broadcasted nonparametric tensor regression;Journal of the Royal Statistical Society Series B: Statistical Methodology;2024-03-29

4. Joint analysis of multivariate longitudinal, imaging, and time-to-event data;Journal of the Royal Statistical Society Series C: Applied Statistics;2024-03-28

5. Interpretable discriminant analysis for functional data supported on random nonlinear domains with an application to Alzheimer’s disease;Journal of the Royal Statistical Society Series B: Statistical Methodology;2024-03-22