Refereed Journal Publications

• Reiss, P. T., Huang, L., and Mennes, M. (2010). "Fast function-on-scalar regression with penalized basis expansions." International Journal of Biostatistics, 6(1), article-28.
  
• Crainiceanu, C., Reiss, P., Goldsmith, J., Huang, L., Huo, L. and Scheipl, F. (2011). "refund: Regression with functional data." R package version 0.1-7.
  
• Reiss, P. T., Huang, L., Cavanaugh, J. E. and Roy, A. K. (2012). "Resampling-Based Information Criteria for Best-Subset Regression." Annals of the Institute of Statistical Mathematics, 64(6): 1161-1186.
  
• Reiss, P. T., Mennes, M., Petkova, E., Huang, L., Hoptman, M. J., Biswal, B. B., ... and Milham, M. P. (2011). "Extracting information from functional connectivity maps via function-on-scalar regression." NeuroImage, 56(1): 140-148.
  
• Reiss, P. T., and Huang, L. (2012). "Smoothness Selection for Penalized Quantile Regression Splines." International Journal of Biostatistics. 8(1).
  
• Reiss, P. T., Huang, L., Chen, Y. H., Huo, L., Tarpey, T., and Mennes, M. (2012). "Massively parallel nonparametric regression, with an application to developmental brain mapping." Journal of Computational and Graphical Statistics, (just-accepted).
  
• Goldsmith, J., Huang, L., and Crainiceanu, C. M. (2012). "Smooth Scalar-on-Image Regression via Spatial Bayesian Variable Selection." Journal of Computational and Graphical Statistics, (just-accepted).
  
• Reiss, P. T., Schwartzman, A., Lu, F., Huang, L., and Proal, E. (2012). "Paradoxical results of adaptive false discovery rate procedures in neuroimaging studies.", NeuroImage, 63(4): 1833-1840.
  
• Abiko , H., Gallagher, R., Wells, K. C., Murray, D. W., Huang, L., Lu, F., and Petkova, E. (2012). "Remediating Organizational Functioning in Children With ADHD: Immediate and Long-Term E ects From a Randomized Controlled Trial." Journal of consulting and clinical psychology, 81(1): 113.
  
• Petkova, E., Tarpey, T., Huang, L., and Deng, L. (2013). "Interpreting meta-regression: application to recent controversies in antidepressants' ecacy". Statistics in medicine.
  
• Huang, L., Goldsmith, J., Reiss, P. T., Reich, D. and Crainiceanu, C. M. (2013) "Fast Scalar-on-Image Regression with Application to Association Between Intracranial DTI and Cognitive Outcomes." NeuroImage, (just accepted).
  

Submitted  Journal Publications

• Reiss, P. T., Huang, L., Chen, H., Colcombe, S. "Varying-Smoother Models for Functional Responses", 2013. Submitted to Journal of the Royal Statistical Society