Jiguo Cao

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 14

Top Topics

Machine Learning

Drosophila Melanogaster

Psychometric Properties

Top Venues

Statistics in medicine

Statistical methods in medical research

Journal of agricultural, biological, and environmental statistics

Journal of applied statistics

This page only lists publications with an associated author ORCID identifier.

Publications

Shu Jiang, Jiguo Cao, Graham A Colditz
Identifying regions of interest in mammogram images. Statistical methods in medical research (2023)
Haolun Shi, Simin Chen, Jiguo Cao
Dynamic prediction with time-dependent marker in survival analysis using supervised functional principal component analysis. Statistics in medicine 41 (18) (2022)
Zheyuan Li, Jiguo Cao
Automatic search intervals for the smoothing parameter in penalized splines. Statistics and computing 33 (1) (2022)
Jianghu James Dong, Jiguo Cao, Jagbir Gill, Clifford Miles, Troy Plumb
Functional joint models for chronic kidney disease in kidney transplant recipients. Statistical methods in medical research 30 (8) (2021)
Haolun Shi, Da Ma, Mirza Faisal Beg, Jiguo Cao
A functional proportional hazard cure rate model for interval-censored data. Statistical methods in medical research (2021)
Jianghu James Dong, Haolun Shi, Liangliang Wang, Ying Zhang, Jiguo Cao
Jointly modelling multiple transplant outcomes by a competing risk model via functional principal component analysis. Journal of applied statistics 50 (1) (2021)
Simin Chen, Jiguo Cao, Bernard Rosner, Graham A Colditz
Supervised two-dimensional functional principal component analysis with time-to-event outcomes and mammogram imaging data. Biometrics (2021)
Haolun Shi, Da Ma, Yunlong Nie, Mirza Faisal Beg, Jian Pei, Jiguo Cao, The Alzheimer's Disease Neuroimaging Initiative
Early diagnosis of Alzheimer's disease on ADNI data using novel longitudinal score based on functional principal component analysis. Journal of medical imaging (Bellingham, Wash.) 8 (2) (2021)
Baisen Liu, Liangliang Wang, Yunlong Nie, Jiguo Cao
Semiparametric Mixed-Effects Ordinary Differential Equation Models with Heavy-Tailed Distributions. Journal of agricultural, biological, and environmental statistics (2021)
Haolun Shi, Jiguo Cao, Ying Yuan, Ruitao Lin
uTPI: A utility-based toxicity probability interval design for phase I/II dose-finding trials. Statistics in medicine 40 (11) (2021)
Jianghu James Dong, Haolun Shi, Liangliang Wang, Ying Zhang, Jiguo Cao
Jointly modelling multiple transplant outcomes by a competing risk model via functional principal component analysis. Journal of applied statistics 50 (1) (2021)
Haolun Shi, Jianghu Dong, Liangliang Wang, Jiguo Cao
Functional principal component analysis for longitudinal data with informative dropout. Statistics in medicine 40 (3) (2020)
Jiguo Cao, Kunlaya Soiaporn, Raymond J Carroll, David Ruppert
Modeling and Prediction of Multiple Correlated Functional Outcomes. Journal of agricultural, biological, and environmental statistics 24 (1) (2018)
Yunlong Nie, LiangLiang Wang, Jiguo Cao
Estimating time-varying directed gene regulation networks. Biometrics 73 (4) (2017)