Articles published or in press:
- Senturk, D and Mueller, H. G. (2005) Covariate adjusted regression. Biometrika, 92: 75-89. [PDF]
- Senturk, D and Mueller, H. G. (2005) Covariate adjusted correlation analysis via varying coefficient models. Scandinavian Journal of Statistics, 32: 365-383. [PDF]
- Carey, J. R., Liedo, P., Mueller, H. G., Wang, J. L., Senturk, D and Harshman, L. (2005) Biodemography of a long-lived tephritid: reproduction and longevity in a large cohort of female Mexican fruit flies, anastrepha ludens. Experimental Gerontology, 40: 793-800. [PDF]
- Senturk, D and Mueller, H. G. (2006) Inference for covariate adjusted regression via varying coefficient models. Annals of Statistics, 34: 654-679. [PDF]
- Senturk, D (2006) Covariate adjusted varying coefficient models. Biostatistics, 7: 235-251. [PDF]
- Senturk, D and Nguyen, D.V. (2006) Estimation in covariate-adjusted regression. Computational Statistics and Data Analysis, 50: 3294-3310. [PDF]
- Nguyen, D. V. and Senturk, D (2007) Distortion diagnostics for covariate-adjusted regressions: Graphical techniques based on local liner modeling. Journal of Data Science, 5: 471-490.
- Chen, J., Senturk, D, Wang, J. L., Mueller, H. G., H. G., Carey, J. R., Caswell, H. and Caswell-Chen, E. P. (2007) A demographic analysis of the fitness cost of extended longevity in Caenorhabditis elegans. Journal of Gerontology: Biological Sciences, 62A: 126-135. [PDF]
- Nguyen, D. V., Liu, H. and Senturk, D (2007) A general FDR-based computational framework for sample size planning in microarray studies. In Advanced Computational Methods for Biocomputing and Bioimaging. Pham, T., Yan, H., and Crane, D. (eds), Nova Science Publishers, New York, 55-69.
- Nguyen, D. V., Senturk, D, Harvey, D. J. and Li, C. S. (2008) Sample size and power in genomics studies. In Computational Biology: New Research. Russe, A. S. (ed), Nova Science Publishers, New York, 59-87.
- Nguyen, D. V. and Senturk, D (2008) Multicovariate adjusted regression models. Journal of Statistical Computation and Simulation, 78: 813-827.
- Nguyen, D. V., Senturk, D, and Carroll, R. J. (2008) Covariate adjusted linear mixed effects model with an application to longitudinal data. Journal of Nonparametric Statistics, 20: 459-481. [PDF]
- Senturk, D and Mueller, H. G. (2008) Generalized varying coefficient models for longitudinal data. Biometrika, 95: 653-666. [PDF]
- Senturk, D and Nguyen, D. V. (2009) Asymptotic properties of covariate-adjusted regression with correlated errors. Statistics and Probability Letters, 79: 1175-1180.
- Senturk, D and Nguyen, D. V. (2009) Partial covariate adjusted regression. Journal of Statistical Planning and Inference, 139: 454-468. [PDF]
- Senturk, D and Mueller, H. G. (2009) Covariate-adjusted generalized linear models. Biometrika, 96: 357-370. [PDF]
- Senturk, D, Nguyen, D. V., Tassone, F., Hagerman, R. J., Carroll, R. J., Hagerman, P. J. (2009) Covariate adjusted correlation analysis with application to FMR1 premutation female carrier data. Biometrics, 65: 781-792. [PDF]
- Nguyen, D. V. and Senturk, D (2009) Covariate-adjusted regression for longitudinal data incorporating correlation between repeated measurements. Australian and New Zealand Journal of Statistics, 51: 319-333.
- Nguyen, D. V. and Senturk, D (2009) A consistent local linear estimator of the covariate adjusted correlation coefficient. Statistics and Probability Letters, 79: 1684-1689.
- Papadopoulos, N. T., Carey, J. R., Liedo, P., Mueller, H. G. and Senturk, D (2009) Virgin females compete for mates in the male lekking species, Ceratitis capitata. Physiological Entomology, 34: 238-245.
- Hessl, D., Nguyen, D. V., Green, C., Chavez, A., Tassone, F., Hagerman, R. J., Senturk, D, Reiss, A. L., Hall, S. (2009) A solution to limitations of intelligence testing in children with developmental disabilities: The case of fragile X syndrome. Journal of Neurodevelopmental Disorders, 1: 33-45.
- Senturk, D and Mueller, H. G. (2010) Functional varying coefficient models for longitudinal data. Journal of the American Statistical Association, 105: 1256-1264. [PDF]
- Senturk, D (2010) Comments on: Dynamic Relations for Sparsely Sampled Gaussian Processes. Test, 19: 54-55.
- Kim, K., Senturk, D and Li R. (2011) Recent history functional linear models. In DR Hunter, DPS Richards and JL Rosenberger (eds.) Nonparametric Statistics and Mixture Models: A Festschrift in honor of Thomas P. Hettmansperger (World Scientific, Singapore).
- Kim, K., Senturk, D and Li R. (2011) Recent history functional linear models for sparse longitudinal data. Journal of Statistical Planning and Inference, 141: 1554-1566.
- Senturk, D and Nguyen, D. V. (2011) Varying coefficient models for sparse noise-contaminated longitudinal data. Statistica Sinica, 21: 1831-1856. [PDF]
- Mohammed, S. M., Senturk, D, Dalrymple, L. S. and Nguyen, D. V. (2012) Measurement error case series models with application to infection-cardiovascular risk in older patients on dialysis. Journal of the American Statistical Association, 107, 1310-1323. [PDF]
- Mohammed, S. M., Dalrymple, L. S., Senturk, D and Nguyen, D. V. (2013) Design considerations for case series models with exposure onset measurement error. Statistics in Medicine, 32: 772-786.
- Jalbrzikowski, M., Carter, C., Senturk, D, Chow, C., Hopkins, J. L., Green, M. F., Galvan, A., Cannon, T. D. and Bearden, C. E. (2013) Social cognition in 22q11.2 microdeletion syndrome: Relevance to psychosis? Schizophrenia Research, 142: 99-107.
- Senturk, D, Dalrymple, L. S., Mohammed, S. M., Kaysen, G. A. and Nguyen, D. V. (2013) Modeling time varying effects with generalized and unsynchronized longitudinal data. Statistics in Medicine, 32: 2971-2987.
- Mohammed S. M., Dalrymple, L. S., Senturk, D and Nguyen, D. V. (2013) Naive hypothesis testing for case series models with time-varying exposure onset measurement error: Inference for infection-cardiovascular risk in patients on dialysis. Biometrics, 69: 520-529.
- Kurum, E., Li, R., Wang, Y. and Senturk, D (2013) Nonlinear varying coefficient models and its applications. Journal of Agricultural, Biological and Environmental Statistics,19(1): 57-81.
- Golembo, S. S., Bachman, P., Senturk, D, Cannon, T., Bearden, C. E. (2013) Youth-caregiver agreement on clinical high-risk symptoms of psychosis. Journal of Abnormal Child Psychology, 42(4): 649-658.
- Jalbrzikowski, M., Jonas, R., Senturk, D, Patel, A., Chow, C., Green, M. F., Bearden, C. E. (2013) Structural abnormalities in cortical volume, thickness, and surface area in 22q11.2 microdeletion syndrome: relationship with psychotic symptoms. NeuroImage:Clinical, 3: 405-415.
- Senturk, D, Ghosh, S. and Nguyen, D. V. (2014) Exploratory time varying lagged regression: Modeling association of cognitive and functional trajectories with expected clinic visits in older adults. Computational Statistics and Data Analysis, 73: 1-15.
- Davis, M. C., Green, M. F., Lee, J., Horan, W. P., Senturk, D, Clarke, A. D. and Marder, S. R. (2014) Oxytocin-Augmented Social Cognitive Skills Training in Schizophrenia. Neuropsychopharmacology, in press.
- Estes, J., Nguyen, D. V., Dalrymple, L. S., Mu, Y. and Senturk, D (2014) Cardiovascular event risk dynamics over time in older patients on dialysis: A generalized multiple-index varying coefficient model approach. Biometrics, in press.
- Jeste, S. S., Kirkham, N., Senturk, D, Hasenstab, K., Sugar, C., Kupelian, C., Baker, E., Sanders, A., Shimizu, C., Norona, A., McEvoy, K., Paparella, T., Freeman, S. F. N. and Johnson, S. P. (2014) Neural correlates of visual statistical learning in young children with autism spectrum disorder (ASD). Developmental Science, in press.
- Kasari, C., Lawton, K., Shih, W., Landa, R., Carson, T., Lord, C., Orlich, F., King, B., Wetherby, A. and Senturk, D (2014) Caregiver-mediated intervention for low-resourced preschoolers with autism: An RCT. Pediatrics, in press.
- Jeste, S. S., Wu, J. Y., Senturk, D, Varcin, K., Ko, J., McCarthy, B., Shimizu, C., Diees, K., Farley, V. V., Shain, M. and Nelson, C. A. (2014) Early cognitive and developmental trajectories are associated with ASD in infants with Tuberous Sclerosis Complex. Neurology, in press.
- Senturk, D, Dalrymple, L. S., Mu, Y. and Nguyen, D. V. (2014) Weighted hurdle regression method for joint modeling of cardiovascular events likelihood and rate in the U.S. dialysis population. Statistics in Medicine.
- Senturk, D, Dalrymple, L. S. and Nguyen, D. V. (2014) Functional linear models for zero-inflated count data with application to modeling hospitalizations in patients on dialysis. Statistics in Medicine.
- Kasari, C., Shih, W. and Senturk, D (2014) Response letter for: Caregiver-mediated intervention for low-resourced preschoolers with autism: An RCT. Pediatrics, published online.
- Jalbrzikowski, M., Villalon, J., Karlsgodt, K. K., Senturk, D, Chow, C., Thompson, P., Bearden, C. E. (2014) Altered white matter microstructure is associated with social cognition and psychotic symptoms in 22q11.2 microdeletion syndrome. Frontiers in Behavioral Neuroscience.
Articles submitted for publication:
- Altieri, S. C., Yang, H., O'Brien, H. J., Redwine, H. M., Senturk, D, Hensler, J., Andrews, A. M. (2014) Perinatal vs. genetic programming of serotonin states associated with anxiety. Biological Psychiatry.
- Gilman, T. L., Ramos, D. J., Desai, D., Amin, S., Ye, M., Jung, M., Senturk, D, Vrana, K. E. and Andrews, A. M. (2014) Comparison of two tryptophan hydroxylase inhibitors in adult and postnatal mice. International Journal of Neuropsychopharmacology.
- Hasenstab, K., Sugar, C., Telesca, D., McEvoy, K., Jeste, S. and Senturk, D (2014) Identifying longitudinal trends within EEG experiments. Biometrics.
- Campos, L. F., Senturk, D, Dalrymple, L. S. and Nguyen, D. V. (2014) Estimation under misspecification of the risk period in the self-controlled case series method with application to vaccine safety studies. Biometrics.
- McEvoy, K., Hasenstab, K., Senturk, D, Jeste, S. (2014) Effects of physiological artifacts on EEG power measurements in children. Brain Imaging and Behavior.
- Lavretsky, H., Reinlieb, M., Siddarth, P., Senturk, D, Ercoli, L. M., Cyr, N. S. (2014) Combined citalopram and methylphenidate lead to enhanced treatment response than either treatment alone in geriatric depression: a randomized double-blind, placebo-controlled trial. American Journal of Psychiatry.
- Sautter, F., Glynn, S., Cretu, A. and Senturk, D (2014) Efficacy of structured approach therapy in reducing PTSD in returning veterans: A randomized clinical trial.
- Estes, J. P., Nguyen, D.V., Dalrymple, L. S., Mu, Y. and Senturk, D (2014) Time-varying effect modeling with longitudinal data truncated by death: Conditional models, interpretations and inference. Journal of the American Statistical Association.