Zhang, C.M., Chai, Y., Guo, X., Gao, M., Devilbiss, D.M., and Zhang, Z. (2016).
"Statistical learning of neuronal functional connectivity".
Technometrics, 58, 350-359. (Special Issue on Big Data.)
Zhang, C.M., Han, Y. and Jia, S. (2016).
"Accounting for time series errors in partially linear model with single- or multiple-runs".
Journal of Computational and Graphical Statistics, 25, 123-143.
Guo, X. and Zhang, C.M. (2015).
"Estimation of the error auto-correlation matrix in semiparametric model for fMRI data".
Statistica Sinica, 25, 475-498.
Zhang, C.M. (2014).
"Assessing mean and median filters in multiple testing for large-scale imaging data".
TEST, 23, 51-71.
- Yu, T., Zhang, C.M., Alexander, A.L., and Davidson, R.J. (2013).
"Local tests for identifying anisotropic diffusion areas in human brain with DTI".
Annals of Applied Statistics, 7, 201-225.
Zhang, C.M., Fan, J. and Yu, T. (2011).
"Multiple testing via FDRL for large-scale imaging data".
Annals of Statistics, 39, 613-642.
Zhang, C.M. and Zhang, Z.J. (2010).
"Regularized estimation of hemodynamic response function for fMRI data".
Statistics and Its Interface, 3, 15-32.
Zhang, C.M. and Yu, T. (2008).
"Semiparametric detection of significant activation for brain fMRI".
Annals of Statistics, 36, 1693-1725.
Zhang, C.M., Lu, Y., Johnstone, T., Oaks, T., and Davidson, R.J. (2008).
"Efficient modeling and inference for event-related functional MRI data".
Computational Statistics and Data Analysis, 52, 4859-4871.
- Zhang, C.M., Jiang, Y. and Yu, T. (2007).
"A comparative study of one-level and two-level semiparametric
estimation of hemodynamic response function for fMRI data".
Statistics in Medicine, 26, 3845-3861.
(Special Issue on statistical analysis of neuronal data.)