:: Publications ::

Publications (since 2000)


2009-2000	Before 2000	Books/Chapters

2009

Peterson BS, Warner V, Bansal R, Zhu HT, Hao X, Xu D, Liu J, Weissman MM. Right hemisphere cortical thinning in persons at risk for major depression. Proceedings of the National Academic Sciences, USA, 106, 6273-6278, 2009.
Gao, W., Zhu, HT., …, John Gilmore, Lin, WL. 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, 106, 6790-6795, 2009.
Chen, Y.S., An, H. , Zhu, HT., Smith, K., Hall C, Robertson K., Robertson W, Gao, F., Bullit, E., Lin, W. L., Assessing white matter abnormalities in three clinical stages of HIV with diffusion tensor imaging. Neuroimaging, in press.
Garcia, R. I., Ibrahim, J. G., Zhu, H.T. Variable selection for proportional hazard models with missing covariate data, 20 pages, Biometrics, in press.
Zhu HT, Ibrahim, JG., Shi, X.Y. Diagnostic measures for generalized linear models with missing covariates. Scandivian Journal of Statistics, in press.
Zhu HT, Cheng YS., Ibrahim JG, Li YM, Hall C, Lin WL. Intrinsic regression models for positive definitive matrices with applications in diffusion tensor images. JASA, Theory and Method, in press.
Raz, A., Packard, M.G., Alexander, G. M., Buhle, J.T., Zhu, HT., Yu, S. and Peterson, B. A slice of : An exploratory neuroimaging study of digit encoding and retrieval in a superior memorist. Neurocase, in press.
Behler, R. H., Nichols, T.C., Zhu, H.T., Merricks, E. P., Gallippi, C. M. ARFI Imaging for noninvasive material characterization of atherosclerosis part II: toward In vivo characterization. Ultrasound in Medicine and Biology, in press, 2009.
Lewis, M., Smith, A., Styner, M., Gu, H., Poole, R., Zhu, H., Li, Y., et al., Huang, X. (2009). Asymmetrical lateral ventricular enlargement in Parkinsons disease. European Journal of Neurology, in press.
Garcia, R. I., Ibrahim, J. G., Zhu, H.T. Variable selection for regression models with missing covariate data, Statistics Sinica, 18 pages, in press.
Zhu HT, Li YM, et al. Rician Regression Models for Magnetic Resonance Images. 36 pages, JASA, 104, 623-637.
Gao W, Zhu HT, Lin WL. DTI imaging parameters optimization using prior information of fiber orientation, NeuroImage, 44, 729-741, 2009.
Shi, X Y., Zhu HT, Ibrahim, JG. Local influence for generalized linear models with missing covariates. Biometrics, in press, 12 pages, 2009.
Zhu HT, Zhou HB, Chen JH, Li YM, Lieberman JF, Styler M. Adjusted exponentially tilted likelihood with application to brain morphology. Biometrics, in press, 2008.
Cho HS, Ibrahim JG, Sinha and Zhu HT. Bayesian case influence diagnostics for survival models, Biometrics, 65, 116-124 2009.
Chen, F, Zhu HT, and Lee SY. Perturbation selection and local influence analysis for nonlinear structural equation model. Psychometrika, 18 pages, in press, 2009.

2008

Ibrahim, JG., Zhu HT, Tang NS. Model selection criterion for missing data problems via the EM algorithm. Journal of the American Statistical Association Theory and Method, 103, 1648-1658, 2008.
Zhu HT, He FL, Zhou LJ. Auto-multicategorical regression model for the distribution of vegetation. Statistics and Its Interface, 1, 63-73, 2008.
Ying Y, Zhu HT, Ibrahim JG, Peterson B, and Lin WL. A Note on the Validity of Statistical Bootstrapping for Estimating the Uncertainty of Tensor Parameters in Diffusion Tensor Images. IEEE Trans Med Imaging, 27, 1506-1514, 2008.
Posner J,. …, Zhu HT, Peterson, BS. An fMRI study of the affective circumplex and the neurophysiological basis of emotion. Human Brain Mapping, 30, 883-895, 2008.
Zhu, H.T., Li, Y.M., Tang, N.S., Ravi, B., Hao, X. J., Weissman, M. M., and Peterson, B. G.
Statistical modelling of brain morphometric measures in general pedigree.
Statistica Sinica. 18, 1554-1569, 2008
Zhu HT, Tang NS, Ibrahim JG, and Zhang HP.
Diagnostic measures for empirical likelihood of general estimating equations. Biometrika, 95, 489-507, 2008.
Colibazzi, T., Zhu HT, and Peterson B.
Latent volumetric structure of the human brain: exploratory factor analysis and structural equation modeling of gray matter volumes in healthy children and adults.
Human Brain Mapping, 29, 1302-1312, 2008.
Mauldin, F. W., Zhu HT, Behler, RH., and Gallippi CM.
Robust Principal Component Analysis and Clustering Methods for Automated Classification of Tissue Response to ARFI Excitation.
Ultrasound in Medicine and Biology, 34, 309-325, 2008.

2007

Peterson B, Choi HA, Hao XJ, Amat J, Zhu HT, Whiteman R, Liu J, Xu DR, and Bansal R.
Morphology of the amygdale and hippocampus in children and adults with tourette syndrome.
Archives of General Psychiatry, 64: 1281-1291, 2007
Ibrahim JG, and Zhu HT
Comment: Implementation of estimating-functions based inference procedures with MCMC sampler.
Journal of the American Statistical Association, 102, 893-896, 2007.
Zhu HT, Zhang HP, Ibrahim, JG, and Peterson B.
Statistical analysis of diffusion tensors in diffusion-weighted magnetic resonance image data (with discussion).
Journal of the American Statistical Association, 102, 1081-1110, 2007.
Zhu HT, Ibrahim, JG, Tang, NS., Hao, XJ., Bansal, R., and Peterson B.
A statistical analysis of brain morphology using wild boostrapping.
IEEE Trans Med Imaging, 26, 954-966, 2007.
Bansal R, Staib LH, Xu DR, Zhu HT, and Peterson B.
Statistical analyses of brain surfaces using Gaussian random fields on manifolds.
IEEE Trans Med Imaging, 26, 46-57, 2007.
Rachel M., Zhu HT, Wang ZS, Skudiarski P., and Peterson, BG.
A developmental fMRI study of self-regulatory control in tourette syndrome.
American Journal of Psychiatry, 164:955-966, 2007.
Zhu HT, Ibrahim, JG, Lee SY, and Zhang HP.
Appropriate perturbation and influence measures in local influence.
Annals of Statistics, in press.
Sowell ER, Peterson BG, Kan E, Woods RP, Yoshii J, Bansal R, Xu DR, Zhu HT, Thompson PM, and Toga AW.
Sex differences in cortical thickness mapped in 176 healthy individuals between 7 and 87 years of age.
Cerebral Cortex, 17: 1550 – 1560, 2007.
Amir, R., Schweizer, H.R., Zhu, H.T.
Hypnotic dreams as a lens into hypnotic dynamics.
International Journal of Clinical and Experimental Hypnosis, 16:331-338, 2007.
Zhu, H.T., Gu, M.G., Peterson, B.
Maximum likelihood from spatial random effects models via the stochastic approximation expectation maximization algorithm.
Statistics and Computing, 17:163-177, 2007. [pdf]

2006

Amat, J., Bronen, R., Zhu, H.T., Peterson, B.
Increased number of subcortical hyperintensities on MRI in children and adolescents with Tourette’s syndrome, obsessive-compulsive disorder, and attention deficit hyperactivity disorder.
American Journal of Psychiatry, 163, 1106-1108, 2006.
Wiedenmayer, C.P., Bansal, R., Anderson, G.M., Zhu, H.T., Amat, J., Whiteman, R, and Peterson, B.G.
Cortisol levels and hippocampus volumes in healthy preadolescent children.
Biological Psychiatry, 60, 856-861, 2006.
Zhu, H.T., Xu, D.R., Amir, R., Hao, X., Zhang, H. P., ..., Peterson, B.S.
A statistical framework for the classification of tensor morphologies in diffusion tensor images.
Magnetic Resonance Imaging, 24, 569-582, 2006.
Kerstin, J. P., Bansal, R., Zhu, H.T., ..., Peterson, B. S.
Hippocampus and Amydala morphology in attention-deficit/hyperactivity disorder.
Archives of General Psychiatry, 63, 795-807, 2006.
Rachel, M., Zhu, H.T., Quackenbush, G., Royal, J., Skudlarski, P., Peterson, B.
A developmental fMRI study of self-regulatory control.
Human Brain Mapping, 27, 848-863, 2006.
Gorman D, Zhu H, Anderson G, Davies M, Peterson B.
Peripheral iron indices in Tourette's syndrome and their association with basal ganglia and regional cortical volumes.
American Journal of Psychiatry, 163, 1264-72, 2006.
Zhu, H.T., Zhang, H.P.
Generalized score test of homogeneity for mixed effects models.
Annals of Statistics, 34, 1545-1569, 2006. [pdf] [Supplement pdf]
Zhu, H.T., Zhang, H.P.
Asymptotics for estimation and testing under loss of identifiability.
Journal of Multivariate Analysis 97, 19-45, 2006. [pdf]

2005

Bloch, MH, Leckman, JF, Zhu, HT, Peterson, BS.
Caudate volumes in childhood predict the severity of tic and OCD symptoms in adulthood.
Neurology. 65, 1253-1258.
Marsh, R., Alexander, G.M., Packard, M.G., Zhu, HT. Peterson
Perceptual-motor skill learning in Gilles de la Tourette syndrome evidence for multiple procedural learning and memory systems.
Neuropsychologia. 43, 1456-1465.

2004

Marsh, Packard, Alexander, Winegard, Zhu,H.T., Quackenbush, Stein, Peterson. B.
Impaired habit learning in children and adults with tourette syndrome.
Archives of General Psychiatry. 84(4):623-630.
Zhu, H.T., Zhang, H.P.
A diagnostic procedure based on local influence.
Biometrika. 91, 579-589. [pdf]
Zhu, H.T., Zhang, H.P.
Hypothesis testing in a class of mixture regression models.
Journal of the Royal Statistical Society, Series B. 66, 3-16. [pdf] [mathematical detail pdf]

2003

He, F.L., Zhou, J.L., Zhu, H.T.
Autologistic regression model for the distribution of vegetation.
Journal of Agricultural, Biological and Environmental Statistics. 8, 205-222. [pdf]
Zhang, H. P, Fui, R., Zhu, H. T.
A latent variable model of segregation analysis for ordinal outcome.
Journal of American Statistical Association. 98, 1023-1034. [pdf]
Zhang, H.P., Yu, C.Y, Zhu, H.T., Shi, J.
Identification of linear directions in multivariate adaptive spline models.
Journal of American Statistical Association. 98, 369-376.
Zhu, H.T., Lee, S. Y.
Local influence for generalized linear mixed models.
Canadian Journal of Statistics. 31, 293-309. [pdf]
Zhou, J.L., Zhu, H.T.
Robust estimation and design procedures for random effect model.
Canadian Journal of Statistics. 31, 99-110. [pdf]
Zhu, H.T., Yu, C.Y., Zhang, H.P.
Tree-based Disease Classification for the Protein Data.
Proteomics . 3, 1673-1677.

2002

Lee, S.Y., Zhu, H.T.
Maximum likelihood estimation of nonlinear structural equation models.
Psychomatrika . 67, 189-210.
Zhu, H.T., Lee, S.Y.
Maximizing generalized linear mixed models via a stochastic approximation algorithm with Markov chain Monte Carlo method.
Statistics and Computing. 12, 175-183.

2001

Zhu, H.T., Lee, S.Y., Wei, B. C., Zhou, J.L.
Case-deletion measures for models with incomplete data.
Biometrika . 88, 727-737. [pdf]
Gu, Ming-gao., Zhu, H.T.
Maximum likelihood estimation for spatial models by Markov chain Monte Carlo stochastic approximation.
Journal of the Royal Statistical Society, Series B. . 63, 339-355. [pdf]
Zhu, H.T., Lee, S.Y.
Local influence for models with incomplete data.
Journal of the Royal Statistical Society, Series B. . 63, 111-126. [pdf]
Song, X.Y, Lee, S.Y., Zhu, H. T.
Model selection in structural equation models with continuous and polytomous data.
Structural Equation Modeling. . 8, 378-396.
Zhu, H.T., Lee, S.Y.
Bayesian analysis of finite mixtures in the LISREL model.
Psychometrika. 66, 133-152.

2000

Lee, S.Y., Zhu, H.T. (2000).
Statistical Analysis of nonlinear structural equation models with continuous and polytomous data.
British Journal of Mathematical and Statistical Psychology . 53, 209-232 [pdf]
Zhu, H.T. (2000).
Relationship between two eigenmatrices of a (real) symmetric matrix-Solution.
Econometric Theory. . 16, 793-794.

Before 2000

Zhu, H.T., Lee, S.Y. (1999)
Statistical analysis of nonlinear factor analysis models.
British Journal of Mathematical and Statistical Psychology .
Cheung, S.H., Zhu, H.T. (1998).
Simultaneous one-sided pairwise comparisons in a two-way design.
Biometrical Journal.. 40, 613-625.
Wei, B.C., Zhu, H.T. (1997).
Some second order asymptotic in exponential family nonlinear regression models (A geometric approach).
Australian Journal of Statistics, . 39, 129-148.
Zhu, H.T., Wei, B.C. (1997).
Some notes on preferred point a-geometry and a-divergence function.
Statistics and Probability Letters, . 33, 427-437
Zhu, H.T., Wei, B.C. (1997).
Preferred point a-manifold and Amari's a connections.
Statistics and Probability Letters, . 36, 219-229.

Books and Chapters

Bansal, R., …., Zhu HT (in alphabetic order).
Neuroimaging methods in the study of childhood psychiatric disorders.
Lewis's Child and Adolescent Psychiatry: A Comprehensive Textbook, Fourth Edition, Edited by Melvin Lewis, 30 pages, Philadelphia, Lippincott Williams & Wilkins, 2007.
Zhu, H.T., Liang, F.M., Gu, M.G., Peterson, B. S.
Stochastic approximation algorithms for estimation of spatial mixed models.
Handbook of Computing and Statistics with Application, S.Y.Lee (ed.), 399-421, Elsevier Science, 2007. [pdf]
Zhu, H.T., Zhang, H. P. (2003).
Structure mixture regression models.
Development of Modern Statistics and Related Topics. . H.P.Zhang and J.Huang (ed.), World Scientific Publisher, New Jersey. [pdf]
Wei, B.C., Wang, F.H., Zhu, H.T. (1998).
Translate Bates, D., Watts, D. (1988). Nonlinear Regression Analysis and its Applications. John Wiley and Sons, Inc., New York, into Chinese version.
Statistics Publisher, Beijing, P.R.China.