Publications
- Ming-Yueh Huang and Kwun Chuen Gary Chan. (2018+) Sufficient dimension reduction with simultaneous estimation of effective dimensions for censored survival data. Statistica Sinica, to appear.
- Ming-Yueh Huang and Kwun Chuen Gary Chan. (2018+) Joint sufficient dimension reduction for estimating continuous treatment effect functions. Journal of Multivariate Analysis, to appear.
- Chin-Tsang Chiang, Shao-Hsuan Wang, and Ming-Yueh Huang. (2018) Versatile Estimation in Censored Single-Index Hazards Regression. Annals of the Institute of Statistical Mathematics. 70(3) 523-551.
- Ming-Yueh Huang and Kwun Chuen Gary Chan. (2017) Joint Sufficient Dimension Reduction and Estimation of Conditional and Average Treatment Effects. Biometrika. 104, 583-596.
- Ming-Yueh Huang and Chin-Tsang Chiang. (2017) Estimation and Inference Procedures for Semiparametric Distribution Models with Varying Linear-Index. Scandinavian Journal of Statistics. 44, 396-424.
- Ming-Yueh Huang and Chin-Tsang Chiang. (2017) An Effective Semiparametric Estimation Approach for the Sufficient Dimension Reduction Model. Journal of American Statistical Association. 112, 1296-1310.
- Chin-Tsang Chiang, Ming-Yueh Huang, and Shao-Hsuan Wang. (2016) Bias and Variance Reduction in Nonparametric Estimation of Time-Dependent Accuracy Measures. Statistics in Medicine. 35, 5247-5266.
- Chin-Tsang Chiang, Ming-Yueh Huang, and Ren-Hong Bai. (2013) Binary Response Models with M-phase Case-Control Data. Journal of Multivariate Analysis. 116, 332-348.
- Chin-Tsang Chiang and Ming-Yueh Huang. (2012) New Estimation and Inference Procedures for a Single-Index Conditional Distribution Model. Journal of Multivariate Analysis. 111, 271-285.
Preprints
- Ming-Yueh Huang and Kwun Chuen Gary Chan. Multivariate baseline proportional hazards model with dimension reduction.
- Ming-Yueh Huang and Kwun Chuen Gary Chan. Adaptive reduction of curse of dimensionality in nonparametric instrumental variable estimation.
Articles in Progress
- Ming-Yueh Huang and Kwun Chuen Gary Chan. Gradient-based approach to sufficient dimension reduction for functional and longitudinal Data.
- Ming-Yueh Huang, Kwun Chuen Gary Chan, and Yen-Chi Chen. Nonparametric inference in survival analysis.