Jinwoo Cho

I am currently a Ph.D. student in the Department of Statistics at the University of Pittsburgh, engaged in research under the guidance of Dr. Kehui Chen since 2020. Before commencing my doctoral studies, I served as an Associate in research at the Medical College of Seoul National University, where I collaborated with Dr. Yun-chul Hong. My research during this period encompassed the analysis of gene expression, methylation patterns, microbiome compositions, and time series biomarker data.

My research is primarily focused on Dynamic Prediction in Survival Analysis and Network Data Analysis. These areas are critical to statistical research, providing significant advancements in predictive modeling and the understanding of complex data relationships. My aim is to integrate theoretical foundations with practical applications, particularly in the context of data science.

News

Feb 21, 2024	I have been awarded the Mellon Fellowship for the 2024-2025 academic year!
Oct 08, 2023	I have a poster presentation in Keystone State Symposium (Penn state university).

Selected Publications

DNA methylation is associated with prenatal exposure to sulfur dioxide and childhood attention-deficit hyperactivity disorder symptoms

Yoon-Jung Choi , Jinwoo Cho , Yun-Chul Hong , and 8 more authors

Scientific Reports, 2023

Bib HTML

@article{choi2023dna,
  title = {DNA methylation is associated with prenatal exposure to sulfur dioxide and childhood attention-deficit hyperactivity disorder symptoms},
  author = {Choi, Yoon-Jung and Cho, Jinwoo and Hong, Yun-Chul and Lee, Dong-wook and Moon, Sungji and Park, Soo Jin and Lee, Kyung-shin and Shin, Choong Ho and Lee, Young Ah and Kim, Bung-Nyun and others},
  journal = {Scientific Reports},
  volume = {13},
  number = {1},
  pages = {3501},
  year = {2023},
  publisher = {Nature Publishing Group UK London},
}

JSPI

Penalized kernel quantile regression for varying coefficient models

Eun Ryung Lee , Jinwoo Cho , and Seyoung Park

Journal of Statistical Planning and Inference, 2022

Bib HTML PDF

@article{lee2022penalized,
  title = {Penalized kernel quantile regression for varying coefficient models},
  author = {Lee, Eun Ryung and Cho, Jinwoo and Park, Seyoung},
  journal = {Journal of Statistical Planning and Inference},
  volume = {217},
  pages = {8--23},
  year = {2022},
  publisher = {Elsevier},
}