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2009

Crainiceanu C, Staicu AM, Di CZ. 2009. Generalized Multilevel Functional Regression. J Am Stat Assoc. 104:1550–1561.

Gardner RM, Nyland JF, Evans SL, Wang SB, Doyle KM, Crainiceanu C, Silbergeld EK. 2009. Mercury induces an unopposed inflammatory response in human peripheral blood mononuclear cells in vitro. Environ. Health Perspect.. 117:1932–1938.

Di C, Crainiceanu C, Caffo B, Punjabi N. 2009. Multilevel functional principal component analysis. Annals of Applied Statistics, PMCID: PMC2835171. 3:458-488.

Crainiceanu C, Caffo B, Di C, Punjabi N. 2009. Nonparametric signal extraction and measurement error in the analysis of electroencephalographic activity during sleep. Journal of the American Statistical Association, PMCID: PMC2802498. 104:541–555.

Crainiceanu C, Caffo B, Di C-Z, Punjabi NM. 2009. Nonparametric Signal Extraction and Measurement Error in the Analysis of Electroencephalographic Activity During Sleep. Journal of the American Statistical Association. 104:541–555.

Caffo B, Swihart B, Crainiceanu C, Laffan A, Punjabi N. 2009. An overview of observational sleep research with application to sleep stage transitioning. Chance, PMCID: PMC2800358. 22:10–15.

Caffo B, Swihart B, Crainiceanu C, Laffan A, Punjabi N. 2009. An Overview of Observational Sleep Research with Application to Sleep State Transitioning. Chance. 22:10–15.

Navas-Acien A, Umans JG, Howard BV, Goessler W, Francesconi KA, Crainiceanu C, Silbergeld EK, Guallar E. 2009. Urine arsenic concentrations and species excretion patterns in American Indian communities over a 10-year period: the Strong Heart Study. Environ. Health Perspect.. 117:1428–1433.

2010

Crainiceanu C, Goldsmith J. 2010. Bayesian Functional Data Analysis Using WinBUGS. J Stat Softw. 32

Tellez-Plaza M, Navas-Acien A, Crainiceanu C, Sharrett AR, Guallar E. 2010. Cadmium and peripheral arterial disease: gender differences in the 1999-2004 US National Health and Nutrition Examination Survey. Am. J. Epidemiol.. 172:671–681.

Staicu AM, Crainiceanu C, Carroll RJ. 2010. Fast methods for spatially correlated multilevel functional data. Biostatistics. 11:177–194.

Kneib T, Brezger A, Crainiceanu C. 2010. Generalized Semiparametric Regression with Covariates Measured with Error. Statistical Modelling and Regression Structures: Festschrift in Honour of Ludwig Fahrmeir. :133–154.

Greven S, Crainiceanu C, Caffo B, Reich D. 2010. Longitudinal functional principal components analysis. Electronic Journal of Statistics, PMCID: PMC3131008. 4:1022-1054.

Caffo B, Crainiceanu C, Verduzco G, Joel S, Mostofsky S, Bassett S, Pekar J. 2010. Two-stage decompositions for the analysis of functional connectivity for fMRI with application to Alzheimer’s disease risk. Neuroimage. 51:1140–1149.

2011

Lauzon C, Asman AJ, Crainiceanu C, Caffo B, Landman B. 2011. Assessment of bias for MRI diffusion tensor imaging using SIMEX. Med Image Comput Comput Assist Interv. 14:107–115.

Aurora RN, Caffo B, Crainiceanu C, Punjabi N. 2011. Correlating subjective and objective sleepiness: revisiting the association using survival analysis.. Sleep. 34:1707.

Korzeniewska A, Franaszczuk PJ, Crainiceanu C, Kuś R, Crone NE. 2011. Dynamics of large-scale cortical interactions at high gamma frequencies during word production: event related causality (ERC) analysis of human electrocorticography (ECoG).. Neuroimage. 56(4):2218-37.

Zipunnikov V, Caffo B, Yousem D, Davatziko C, Schwartz B, Crainiceanu C. 2011. Functional principal components model for high-dimensional brain imaging. Neuroimage, NIHSMID: 316403. 58:772–784.

Goldsmith J, Wand MP, Crainiceanu C. 2011. Functional Regression Via Variational Bayes. Electronic Journal of Statistics. 5:572–602.

Warner CV, Syc SB, Stankiewicz AM, Hiremath G, Farrell S, Crainiceanu C, Conger A, Frohman TC, Bisker ER, Balcer L et al.. 2011. The impact of utilizing different optical coherence tomography devices for clinical purposes and in multiple sclerosis trials. PLoS ONE. 6:e22947.

Shinohara R, Crainiceanu C, Caffo B, Reich DS. 2011. Longitudinal Analysis of Spatiotemporal Processes: A Case Study of Dynamic Contrast-Enhanced Magnetic Resonance in Multiple Sclerosis. Johns Hopkins University, Dept. of Biostatistics Working Papers. :231.

Staicu AM, Crainiceanu C, Reich DS, Ruppert D. 2011. Modeling Functional Data with Spatially Heterogeneous Shape Characteristics. Biometrics.

Zipunnikov V, Caffo B, Crainiceanu C, Yousem D, Davatzikos C, Schwartz B. 2011. Multilevel functional principal component analysis for high-dimensional data. Journal of Computational and Graphical Statistics, NIMHID: 306063. 20:852–873.

Goldsmith J, Caffo B, Crainiceanu C, Reich D, Du Y, Hendrix C. 2011. Nonlinear tube-fitting for the analysis of anatomical and functional structures. Annals of Applied Statistics, PMCID: PMC3119905. 5:337-363.

Goldsmith J, Bobb J, Crainiceanu C, Caffo B, Reich D. 2011. Penalized Functional Regression. Journal of Computational and Graphical Statistics. 20:830-851.

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