Selected Publications

Nebel, M.B., Eloyan, A., Nettles, C., Ament, K., Sweeney, K., Ward, R., Barber, A.D., Choe. A., Pekar, J.J., and Mostofsky, S.H. (2015) Reduced intrinsic visual-motor synchrony relates to autism severity. Biological Psychiatry. Link

Fritz, N.E., Newsome, S., Eloyan, A., Marasigan, R.E.R., Calabresi, P.A., and Zackowski, K.M. (2015) Longitudinal relationships among posturography and gait measures in multiple sclerosis. Neurology. 84, 20, 2048-2056. Link

Eloyan, A., Shou, H., Shinohara, R.T., Sweeney, E.M., Nebel, M.B., Cuzzocreo, J.L., Reich, D.S., Lindquist, M.A., and Crainiceanu, C.M. (2014) Health eects of lesion localization in multiple sclerosis: Spatial registration and confounding adjustment. PLoS One. 9, 9. Link

Shou, H., Eloyan, A., Nebel, M.B., Pekar, J.J., Mejia, A., Mostofsky, S.H., Cao, B.S., Lindquist, M.A., and Crainiceanu, C.M. (2014) Shrinkage prediction of seed-voxel brain connectivity using resting state fMRI. NeuroImageLink

Nebel, M.B., Eloyan, A., Barber, A.D., and Mostofsky, S.H. (2014) Precentral gyrus functional connectivity signatures of autism. Frontiers in Systems Neuroscience. 8, 80. Link

Eloyan, A., Li, S., Muschelli, J., Pekar, J.J., Mostofsky, S.H., and Caffo, B.S. (2014) Analytic programming with fMRI data: a quick-start guide for statisticians using R. PLoS OneLink

Eloyan, A., Crainiceanu, C.M. and Caffo, B.S. (2013) Likelihood Based Population Independent Component Analysis. Biostatistics. 14, 3, 514-527. Link

Eloyan, A. and Ghosh, S.K. (2013) A Semiparametric Approach to Source Separation using Independent Component Analysis. Computational Statistics and Data Analysis. 58, 383-396. Link

Li, S., Eloyan, A., Joel, S., Mostofsky S.H., Pekar, J.J., Basset, S.S. and Caffo, B.S. (2012) Analysis of group ICA-based connectivity measures from fMRI: application to Alzheimer's Disease. PLoS One. 7 (11). Link

Eloyan, A., Muschelli, J., Nebel, M.B., Liu, H., Han, F., Zhao, T., Barber, A.D., Joel, S., Pekar, J.J., Mostofsky, S.H. and Caffo, B.S. (2012) Automated diagnoses of attention deficit hyperactive disorder using magnetic resonance imaging. Frontiers in Systems Neuroscience. 6:61. Link

Eloyan, A. and Ghosh, S.K. (2011) Smooth Density Estimation with Moment Constraints Using Mixture Distributions. Journal of Nonparametric Statistics. 23 (2), 513-531. Link

Hakopian, Y.R. and Eloyan, A.N. (2007) The Moore-Penrose inverse of block magic rectangles. International Journal of Mathematical Education in Science and Technology. 38 (8), 1093-1102.

Hakopian, Y.R., Eloyan, A.N. and Khachatryan, D.E. (2006) About magic rectangles. International Journal of Mathematical Education in Science and Technology. 37 (4/15), 475-483.