Jo-Ying Hung
PhD candidate, Statistics, National Cheng Kung University (Taiwan)
PhD candidate, Statistics, National Cheng Kung University (Taiwan)
Winner of the 2021 W. S. Gosset Award for Exceptional Research.
Publications include:
Tian Y, Li C, Tu S, James NT, Harrell FE, Shepherd BE. Addressing Multiple Detection Limits with Semiparametric Cumulative Probability Models. Journal of the American Statistical Association. 2024;119(546):864–874. Epub 2024 Apr 1. https://doi.org/10.1080/01621459.2024.2315667
Li C, Tian Y, Zeng D, Shepherd BE. Asymptotic Properties for Cumulative Probability Models for Continuous Outcomes. Mathematics (Basel). 2023 Dec 2;11(24):4896. doi: 10.3390/math11244896. Epub 2023 Dec 7. PMID: 38374966; PMCID: PMC10875740.
Tian Y, Shepherd BE, Li C, Zeng D, Schildcrout JS. Analyzing clustered continuous response variables with ordinal regression models. Biometrics. 2023 Dec;79(4):3764-3777. doi: 10.1111/biom.13904. Epub 2023 Jul 17. PMID: 37459181; PMCID: PMC10792095.
Audet CM, Pettapiece-Phillips M, Tian Y, Shepherd BE, Vermund SH, Salato J. "If it weren't for my traditional healer, I would be dead": Engaging traditional healers to support people living with HIV in rural Mozambique. PLoS One. 2022 Jun 28;17(6):e0270565. doi: 10.1371/journal.pone.0270565. PMID: 35763519; PMCID: PMC9239464.
Tian Y, Hothorn T, Li C, Harrell FE Jr, Shepherd BE. An empirical comparison of two novel transformation models. Stat Med. 2020 Feb 28;39(5):562-576. doi: 10.1002/sim.8425. Epub 2019 Dec 6. PMID: 31808976; PMCID: PMC7537829.
Dissertation: Semiparametric Cumulative Probability Models for Skewed, Censored, and Clustered Continuous Response Data
Advisor: Bryan Shepherd
BS, Statistics, Xiamen University
At Pinterest since 2024. Currently Data Scientist.