Publications

Boosting methods for interval censored data with regression and classification
2024; Submitted.
Yuan Bian, Grace Y. Yi, Wenqing He
Project
Empirical investigation of boosting with pseudo-outcome imputation for missing responses
2024; Revision submitted.
Yuan Bian, Grace Y. Yi, Wenqing He
Project
Statistical inference and learning with incomplete data
PhD thesis 2024, University of Western Ontario.
Yuan Bian
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Statistical inference and learning with incomplete data
Unbiased boosting estimation with data missing not at random
2024; Revision invited.
Yuan Bian, Grace Y. Yi, Wenqing He
Project
Physician effects in critical care: A causal inference approach through propensity weighting with parametric and super learning methods
Journal of Data Science 2024; To appear.
Yuan Bian, Yu Shi, Hui Guo, Grace Y. Yi, Wenqing He
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Physician effects in critical care: A causal inference approach through propensity weighting with parametric and super learning methods
A unified framework of analyzing missing data and variable selection using regularized likelihood
Computational Statistics and Data Analysis 2024; 194(6): Article 107919.
Yuan Bian, Grace Y. Yi, Wenqing He
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A unified framework of analyzing missing data and variable selection using regularized likelihood
Is 14-days a sensible quarantine length for COVID-19? Examinations of some associated issues with a case study of COVID-19 incubation times
Statistics in Biosciences 2022; 14(1): 175-190.
Yasin Khadem Charvadeh, Grace Y. Yi, Yuan Bian, Wenqing He
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Is 14-days a sensible quarantine length for COVID-19? Examinations of some associated issues with a case study of COVID-19 incubation times
Incubation and quarantine times: Is 14 days the right quarantine time?
Featured Article in the Statistical Society of Canada Website 2021; Honorable Mention for the Special COVID-19 Case Study Competition.
Yasin Khadem Charvadeh, Yuan Bian, Grace Y. Yi, Wenqing He
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Incubation and quarantine times: Is 14 days the right quarantine time?
Sample size and power determination for overall SNP effect in joint modeling of longitudinal and survival data
2020+; In preparation.
Yuan Bian, Shelley B. Bull
Project
Hypothesis testing in joint models for longitudinal and time-to-event outcomes
MSc thesis 2020, University of Toronto.
Yuan Bian
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Hypothesis testing in joint models for longitudinal and time-to-event outcomes