Publications

Zhao Y., Ogden R. T., Reiss, P. T. Wavelet-based LASSO in functional linear regression. Journal of Computational and Graphical Statistics. 2012; 21: 600-617

Reiss P. T., Cavanaugh J. E., Huang L., Roy A. K.  Resampling-based information criteria for adaptive linear model selection.  Annals of the Institute of Statistical Mathematics. 2012; 64:1161-1186.

Reiss P. T., Schwartzman A, Lu F., Huang L., Proal E. Paradoxical results of adaptive false discovery rate procedures in neuroimaging studies. NeuroImage. 2012; 63:1833-1840.

Petkova E., Tarpey T., Huang L., Deng L. Interpreting meta-regression: Application to recent controversies in antidepressants’ efficacy. Statistics in Medicine. 2013; 32(17):2875– 2892. 


Petkova E, Lu F., Kantrowitz J., Sanchez J. L., Lehrfeld J., Scaramello N., Silipo G., Di- Constanca J., Ross M., Su Z., Javitt D. J., Butler P.D. Auditory tasks for assessment of sensory function and affective prosody in schizophrenia. Comprehensive Psychiatry. 2014; 55(8):1862–1874. 


Feihan L., Petkova E. A comparative study of variable selection methods in the context of developing psychiatric screening instruments. Statistics in Medicine. 2014; 33(3):401–421.


Tarpey T., Ogden R. T., Petkova E., Christensen R. A paradoxical result in estimating regression coefficients. The American Statistician. 2014; 68(4):271–276, 2014. 


Reiss P. T., Huo L., Zhao Y., Kelly C., Ogden R. T. Wavelet-domain methods for scalar-on-image regression. Annals of Applied Statistics. 2015; 9: 1076-1101.

Zhao Y., Chen H., Ogden R. T. Wavelet-based weighted LASSO and screening strategies for functional linear model. Journal of Computational and Graphical Statistics. 2015; 24: 655-675.

Chen H., Reiss P. T., Tarpey T. Optimally weighted L2 distance for functional data. Biometrics. 2014;70(3):516-525.

Abikoff H. B., Thompson M., Laver-Bradbury C., Long N., Forehand R. L., Brotman L. M., Klein R. G., Reiss P. T., Huo L., Sonuga-Barke E. Parent training for preschool ADHD: A randomized controlled trial of specialized and generic programs. Journal of Child Psychology and Psychiatry. 2015; 56(6):618-631.

Chen H., Kelly C., Castellanos F. X., He Y., Zuo H. N., Reiss P. T. Quantile rank maps: a new tool for understanding individual brain development. NeuroImage. 2015; 111:454-463.

Reiss P. T., Huo L., Zhao Y., Kelly C., Ogden R. T. Wavelet-domain regression and predictive inference in neuroimaging. Annals of Applied Statistics. 2015; 9(2):1076-1101.

Ciarleglio A., Petkova E., Tarpey T., Ogden R. T. Treatment decisions based on scalar and functional baseline covariates. Biometrics. 2015; 71(4):884–894. 


Markowitz J. C., Petkova E., Ding K., Biyanova T., Neria Y. Exploring personality diagnosis stability following acute psychotherapy for chronic posttraumatic stress disorder. Depression and Anxiety. 2015; 32(12):919–926. 


Tarpey T., Petkova E., and Zhu L. Stratified psychiatry via convexity-based clustering with applications towards moderator analysis. Statistics and Its Interface, 2016; 9(3):255– 266. 


Cloitre M., Petkova E., Su Z., Weiss B. Patient characteristics as a moderator of PTSD treatment outcome: Combining symptom burden and strengths. British Journal of Psychiatry Open. 2016; 2(2):101–106. 


Ciarleglio A., Petkova E., Tarpey T., and Ogden R. T. Flexible functional regression methods for estimating individualized treatment regimes. STAT. 2016; 5(1):185–199.

Zhao Y., Castellanos F. X.  Annual Research Review: Discovery science strategies in studies of the pathophysiology of child and adolescent psychiatric disorders: promises and limitations. Journal of Child Psychology & Psychiatry. 2016; 57:421-439


Zhao Y., Zheng Z-L, Castellanos FX. Analysis of alcohol use disorders from the Nathan Kline Institute-Rockland Sample: Correlation of brain cortical thickness with neuroticism. Drug and Alcohol Dependence. 2016; 170 (1): 66-73.

Petkova E., Tarpey T., Su Z., Ogden R. T. Generated effect modifiers (GEMs) in randomized clinical trials. Biostatistics. 2016 [First published online: July 27, 2016]. doi: https://doi.org/10.1093/biostatistics/kxw035.

Brotman L. M., Dawson-McClure S., Kamboukos D., Huang K-Y, Calzada E. J., Goldffeld K., Petkova E. Effects of ParentCorps in prekindergarten on child mental health and academic performance follow-up of a randomized clinical trial through 8 years of age. JAMA Pediatrics. 2016 [First published online October 3, 2016]. doi: 10.1001/jamapediatrics.2016.1891.

Reiss PT, Goldsmith J, Shang HL, Ogden RT. Methods for scalar-on-function regression. International Statistical Review. 2016 [First published online February 23, 2016]. doi: 10.1111/insr.12163.

Reiss PT, Miller DL, Wu PS, Hua WY. Penalized nonparametric scalar-on-function regression via principal coordinates. Journal of Computational and Graphical Statistics. 2016 [First published online August 2, 2016]. doi: http://dx.doi.org/10.1080/10618600.2016.1217227.

Huang L, Reiss PT, Xiao L, Zipunnikov V, Lindquist MA, Crainiceanu CM. Two-way principal component analysis for matrix-variate data, with an application to functional magnetic resonance imaging data. Biostatistics. 2016; [First published online August 26, 2016]. doi: https://doi.org/10.1093/biostatistics/kxw040.