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| Hongtu Zhu, PhD | ||||
 | Associate Professor Biostatistics Curriculum Vitae |
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| Education | ||
| 2000 | The Chinese University of Hong Kong | PhD, Statistics |
| Teaching | ||
| BIOS 763 | Generalized Linear Model and its Applications | Syllabus |
| Research interests |
| Aging Child development |
| Research activities Neuroimaging Statistics, Structural Equation Models, Statistical Computing, Diagnostic Methods, Statistical Methods for Manifold Data, Missing Data Problem, Variable Selection, Empirical Likelihood, Diffusion Tensor Imaging, Psychiatry, Psychometrics. |
| Key publications |
| Gao, W., Zhu, H., Giovanello, K.S., Smith, J.K., Shen, D., Gilmore, J., & Lin, W. (2009) Emergence of the brain's default network: Evidence from two-week-old to four-year-old healthy pediatric subjects.. Proceedings of the National Academic Sciences, USA,: vol.106, p.6790-6795,. |
| Zhu HT, Li YM, Ibrahim, JG, …, Peterson BS. (2009) Rician Regression Models for Magnetic Resonance Images.. Journal of the American Statistical Association: vol.104, p.623-637. |
| Yung Y, Zhu HT, Ibrahim J, Lin WL, and Peterson B.G.. (2008) A note on bootstrapping uncertainty of diffusion tensor parameters. IEEE Transactions on Medical Imaging: vol.27, p.1506-1514. |
| Zhu HT, Zhang HP, Ibrahim JG, and Peterson BG (2007) Statistical analysis of diffusion tensors in diffusion-weighted magnetic resonance image data (with discussion).. Journal of the American Statistical Association: vol.102, p.1081-1110. |
| Zhu HT, Ibrahim, JG, Lee SY, and Zhang HP. (2007) Appropriate perturbation and influence measures in local influence.. Annals of Statistics: vol.35, p.2565-2588. |