Fang Yao, Ph.D.
Affiliations: | 2003 | University of California, Davis, Davis, CA |
Area:
StatisticsGoogle:
"Fang Yao"Parents
Sign in to add mentor| Jane-Ling Wang | grad student | 2003 | UC Davis | |
| (Functional data analysis for longitudinal data.) | ||||
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Publications
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| Lin Z, Yao F. (2020) Functional regression on the manifold with contamination Biometrika |
| Lin Z, Yao F. (2019) Intrinsic Riemannian functional data analysis Annals of Statistics. 47: 3533-3577 |
| Lin Z, Müller H, Yao F. (2018) Mixture inner product spaces and their application to functional data analysis The Annals of Statistics. 46: 370-400 |
| Koudstaal M, Yao F. (2018) From multiple Gaussian sequences to functional data and beyond: a Stein estimation approach Journal of the Royal Statistical Society Series B-Statistical Methodology. 80: 319-342 |
| Dai X, Müller H, Yao F. (2017) Optimal Bayes Classifiers for Functional Data and Density Ratios Biometrika. 104: 545-560 |
| Yao F, Sue-Chee S, Wang F. (2017) Regularized partially functional quantile regression Journal of Multivariate Analysis. 156: 39-56 |
| Kong D, Xue K, Yao F, et al. (2016) Partially functional linear regression in high dimensions Biometrika. 103: 147-159 |
| Yao F, Wu Y, Zou J. (2016) Probability-enhanced effective dimension reduction for classifying sparse functional data Test. 1-22 |
| Yao F, Lei E, Wu Y. (2015) Effective dimension reduction for sparse functional data. Biometrika. 102: 421-437 |
| Lei E, Yao F, Heckman N, et al. (2015) Functional Data Model for Genetically Related Individuals With Application to Cow Growth Journal of Computational and Graphical Statistics. 24: 756-770 |