Publications

selected peer-reviewed publications in reversed chronological order.

Please see CV for more detailed information on publications and working papers.

2025

  1. modelSSE: An R Package for Characterizing Infectious Disease Superspreading from Contact Tracing Data
    Shi Zhao, Zihao Guo, Kai Wang, Shengzhi Sun, Dayu Sun, Weiming Wang, Daihai He, Marc KC Chong, Yuantao Hao, and Eng-Kiong Yeoh
    Bulletin of Mathematical Biology, 2025
    DOI
  2. JASA
    Kernel Meets Sieve: Transformed Hazards Models with Sparse Longitudinal Covariates
    Dayu Sun, Zhuowei Sun, Xingqiu Zhao, and Hongyuan Cao
    Journal of the American Statistical Association, 2025
    DOI
  3. Robust Principal Component Analysis with Truncated Weighted Nuclear Norm and Adaptive Histogram Equalization: A Novel Method for Low-Quality Retinal Image Enhancement
    Habte Tadesse Likassa, Ding-Geng Chen, Kewei Chen, Yalin Wang, Wenhui Zhu, Oana Dumitrascu, and Dayu Sun
    Statistics and Data Science in Imaging, Nov 2025
    DOI
  4. Nat. Commun.
    The HM-TARGET personalised real-time haemodynamic targets in critical care
    Yanhua Sun, Jiangqiong Li, Xiang Liu, Genevieve A. Mortensen, Xiaoping Gu, David C. Adams, Haixu Tang, Jing Su, Ziyue Liu, Dayu Sun, and 1 more author
    Nature Communications, Nov 2025
    DOI

2024

  1. A robust approach for regression analysis of panel count data with time-varying covariates
    Dayu Sun, Yuanyuan Guo, Yang Li, Wanzhu Tu, and Jiangguo Sun
    Bernoulli, Nov 2024
    DOI
  2. A flexible time-varying coefficient rate model for panel count data
    Dayu Sun, Yuanyuan Guo, Yang Li, Jianguo Sun, and Wanzhu Tu
    Lifetime Data Analysis, Nov 2024
    DOI
  3. A Novel RPCA Method Using Log-Weighted Nuclear and L_(2,1) Norms Combined with Contrast-Limited Adaptive Histogram Equalization (CLAHE) for High Dimensional Natural and Medical Image Data
    Habte Tadesse Likassa, Ding Geng Chen, and Dayu Sun
    International Journal of Statistics in Medical Research, Nov 2024
    DOI
  4. JASA
    Partial quantile tensor regression
    Dayu Sun, Zhiping Qiu, Limin Peng, Ying Guo, and Amita Manatunga
    Journal of the American Statistical Association, Nov 2024
    DOI
  5. Temporal Trends in Suicide Ideation and Attempt among Justice-Involved Youth from 2016 to 2021
    Lin Liu, Melissa Padron, Dayu Sun, and Jeremy W. Pettit
    Suicide and Life-Threatening Behavior, Nov 2024
    DOI
  6. Impact of learning health systems on cross-system collaboration between youth legal and community mental health systems: a type II hybrid effectiveness-implementation trial
    Lauren O’Reilly, Dayu Sun, Katherine Schwartz, Logan Gillenwater, Allyson Dir, Patrick Monahan, Gregory A. Aarons, Lisa Saldana, Zachary Adams, Tamika Zapolski, and 2 more authors
    Implementation Science Communications, Nov 2024
    DOI

2023

  1. Regression analysis of panel count data with both time-dependent covariates and time-varying effects
    Yuanyuan Guo, Dayu Sun, and Jianguo Sun
    Statistica Sinica, Nov 2023
    DOI
  2. Regression analysis of general mixed recurrent event data
    Ryan Sun, Dayu Sun, Liang Zhu, and Jianguo Sun
    Lifetime Data Analysis, Nov 2023
    DOI

2022

  1. Violent victimization during reentry: prevalence, triggers, and impact on mental health
    Lin Liu, Thomas J. Mowen, Christy A. Visher, and Dayu Sun
    Justice Quarterly, Nov 2022
    DOI
  2. Inference of a time-varying coefficient regression model for multivariate panel count data
    Yuanyuan Guo, Dayu Sun, and Jianguo Sun
    Journal of Multivariate Analysis, Nov 2022
    DOI

2021

  1. Regression analysis of asynchronous longitudinal data with informative observation processes
    Dayu Sun, Hui Zhao, and Jianguo Sun
    Computational Statistics & Data Analysis, Nov 2021
    DOI
  2. Do both petty and serious female offenders have shorter incarcerations than their male counterparts? Testing the universality of chivalrous treatment
    Lin Liu, Ronet Bachman, Jing Qiu, and Dayu Sun
    Women & Criminal Justice, Nov 2021
    DOI
  3. When post-incarcerated individuals return to high-risk neighborhoods: staying out of trouble, social withdrawal, and mental health
    Lin Liu, Christy A. Visher, Daniel J. O’Connell, and Dayu Sun
    Crime & Delinquency, Nov 2021
    DOI
  4. Examining the Association Between Angiopoietin-2 Levels and Acute Respiratory Distress Syndrome Subtypes in Critically Ill Patients with Sepsis
    P. Yang, D. Sun, A. Manatunga, F. Harris, L. Wells, S. Bhavani, G.S. Martin, and A.M. Esper
    In American Journal of Respiratory and Critical Care Medicine, Nov 2021
    DOI

2020

  1. An early adverse experience goes a long, criminogenic, gendered way: the nexus of early adversities, adult offending, and gender
    Lin Liu, Susan L. Miller, Jing Qiu, and Dayu Sun
    Women & Criminal Justice, Nov 2020
    DOI
  2. Do released prisoners’ perceptions of neighborhood condition affect reentry outcomes?
    Lin Liu, Christy A. Visher, and Dayu Sun
    Criminal Justice Policy Review, Nov 2020
    DOI

2019

  1. Simultaneous estimation and variable selection for incomplete event history studies
    Hui Zhao, Dayu Sun, Gang Li, and Jianguo Sun
    Journal of Multivariate Analysis, Nov 2019
    DOI

2018

  1. Variable selection for recurrent event data with broken adaptive ridge regression
    Hui Zhao, Dayu Sun, Gang Li, and Jianguo Sun
    Canadian Journal of Statistics, Nov 2018
    DOI

2017

  1. Inference on an adaptive accelerated life test with application to smart-grid data-acquisition-devices
    Lijuan Shen, Dayu Sun, Zhisheng Ye, and Xingqiu Zhao
    Journal of Quality Technology, Nov 2017
    DOI