Selected Papers
2021
- Stochastic approximation: From statistical origin to big-data, multidisciplinary applications, with H. Yuan
2020
- Statistical models and stochastic optimization in financial technology and investment science, with S.W. Liao, S.P.S. Wong, and H. Xu
2019
- Statistical science in information technology and precision medicine, with A.L. Choi and K.W. Tsang
- Adaptive enrichment designs for confirmatory trials, with P.W. Lavori and K.W. Tsang
2018
- Multistage manufacturing processes: Innovations in statistical modeling and inference with H-L. Hsu, C-K. Ing and S-H. Yu
- Spatial economics in the era of One Belt One Road and counter-globalization with J. Tang and H. Yin
2017
- Sensitivity versus specificity in the evaluation of adverse event data from clinical trials, with J. Chen, J.F. Heyse and J. Miao
2016
- Multiple testing in regression models with applications to fault diagnosis in the big data era with C.K. Ing, M. Shen, K.W. Tsang and S.H. Yu
- Multivariate stochastic regression in time series modeling with K.W. Tsang
- Health analytics, economics and medicine toward a 21st-century health care system, with A.L. Choi and D.A. Lai
2015
- Innovative designs of point-of-care comparative effectiveness trials, with M.C. Shih and M. Turakhia
- Design of clinical trials with failure-time endpoints and interim analyses: An update after fifteen years, with P. He and Z. Su
- Adaptive design of confirmatory trials: Advances and challenges, with P.W. Lavori and K.W. Tsang
2014
- Point of care comparative effectiveness trial design for stroke prevention in atrial fibrillation, with M.C. Shih and M. Turakhia
2013
- Group sequential designs for developing and testing biomarker-guided personalized therapies in comparative effectiveness research, with O.Y. Liao and D.W. Kim
- A general theory of particle filters in hidden Markov models and some applications, with H.P. Chan
- Dynamic empirical Bayes models and their applications to longitudinal data analysis and prediction, with Y. Su and K.H. Sun
- Data science, statistical modeling, and financial and health care reforms
2012
- Rare-event simulation of heavy-tailed random walks by sequential importance sampling and resampling, with H.P. Chan and S. Deng
2011
- Option prices and pricing theory: Combining financial mathematics with statistical modeling, with L. Chen and T.W. Lim
- Clinical trial designs for testing biomarker-based personalized therapies, with P.W. Lavori, M.C. Shih, and B. Sikic
- Sequential design of Phase II-III cancer trials, with P.W. Lavori and M.C. Shih
- Sequential importance sampling and resampling for dynamic portfolio credit risk, with S. Deng and K. Giesecke
2010
- A two-stage model and moment selection criterion for moment restriction models, with D. Small and J. Liu
- Evaluating probability forecasts, with D.B. Shen and S. Gross
- Sequential generalized likelihood ratio tests for vaccine safety evaluation, with M.C. Shih, J.F. Heyse, and J. Chen
2009
- A stepwise regression method and consistent model selection for high-dimensional sparse linear models, with C.K. Ing
- Martingales in sequential analysis and time series, 1945--1985
2008
- Generalized likelihood ratio statistics and uncertainty adjustments in efficient adaptive design of clinical trials, with J. Bartroff
- Modern sequential analysis and its applications to computerized adaptive testing , with J. Bartroff and M. Finkelman
- Statistical inference in dynamic panel data models, with D. Small and J. Liu
- Efficient adaptive designs with mid-course sample size adjustment in clinical trials, with J. Bartroff
- Stochastic segmentation models for array-based comparative genomic hybridization data analysis, with H. Xing and N. Zhang
2007
- Corrected random walk approximations to free boundary problems in optimal stopping, with Y.C. Yao and F. AitSahlia
- Efficient importance sampling for Monte Carlo evaluation of exceedance probabilities, with H.P. Chan
2006
- Confidence intervals in group sequential trials with random group sizes and applications to survival analysis, with W. Li
- A new approach to modeling covariate effects and individualization in population pharmacokinetics-pharmacodynamics, with M.C. Shih and S.P. Wong
- Approximate policy optimization and adaptive control in regression models, with J. Han and V. Spivakovsky
-
Maxima of asymptotically Gaussian random fields and moderate deviation approximations
to boundary crossing probabilities of sums of random variables with multidimensional indices, with H.P. Chan - Flexible modeling via a hybrid estimation scheme in generalized mixed models for longitudinal data, with M.C. Shih and S.P. Wong