Publications

Empirical investigation of boosting with pseudo-outcome imputation for missing responses
Statistics and Computing 2024; To appear.
Yuan Bian, Grace Y. Yi, Wenqing He
Cite Project
Empirical investigation of boosting with pseudo-outcome imputation for missing responses
Boosting prediction with data missing not at random
2024; Revision submitted.
Yuan Bian, Grace Y. Yi, Wenqing He
Project
Boosting methods for interval censored data with regression and classification
2024; 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
PDF Cite Project 1 Projects 2 & 3 & 4
Statistical inference and learning with incomplete data
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
PDF Cite Code Dataset Project DOI
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
PDF Cite Dataset Project DOI
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
PDF Cite Dataset Project DOI
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.
Yasin Khadem Charvadeh, Yuan Bian, Grace Y. Yi, Wenqing He
PDF Cite Dataset Project
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
PDF Cite Project
Hypothesis testing in joint models for longitudinal and time-to-event outcomes