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M

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.

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

Bai J, Goldsmith J, Caffo B, Glass T, Crainiceanu C. 2012. Movelets: A dictionary of movement. Electronic Journal of Statistics. 6:559-578.

Swihart B, Caffo B, Crainiceanu C, Punjabi N. 2012. Models of sleep hypnograms scalable to epidemiological studies. Tentatively accepted in Statistics in Medicine.

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

Dominici F, Wang C, Crainiceanu C, Parmigiani G. 2008. Model selection and health effect estimation in environmental epidemiology. Epidemiology. 19:558–560.

Swihart B, Caffo B, Crainiceanu C, Punjabi NM. 2012. Mixed effect Poisson log-linear models for clinical and epidemiological sleep hypnogram data. Stat Med. 31:855–870.

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.

L

Goldsmith J, Crainiceanu C, Caffo B, Reich D. 2012. Longitudinal penalized functional regression for cognitive outcomes on neuronal tract measurements. Journal of the Royal Statistical Society Series C. :453–469.

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

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.

Crainiceanu C, Ruppert D. 2004. Likelihood Ratio Tests in Linear Mixed Models with One Variance Component. Journal of the Royal Statistical Society, Series B: Statistical Methodology. 66:165–185.

I

Crainiceanu C, Ruppert D, Stedinger JR, Behr CT. 2002. Improving MCMC Mixing for a GLMM Describing Pathogen Concentrations in Water Supplies. Case Studies in Bayesian Statistics, Volume V (Lecture Notes in Statistics Vol. 162). :207–221.

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.

G

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.

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

F

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

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.

Clement L, De Beuf K, Thas O, Vuylsteke M, Irizarry R, Crainiceanu C. 2012. Fast wavelet based functional models for transcriptome analysis with tiling arrays. Stat Appl Genet Mol Biol. 11:1–36.

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

Krivobokova T, Crainiceanu C, Kauermann G. 2008. Fast Adaptive Penalized Splines. Journal of Computational and Graphical Statistics. 17:1–20.

E

Crainiceanu C, Ruppert D, Claeskens G, Wand MP. 2005. Exact Likelihood Ratio Tests for Penalised Splines. Biometrika. 92:91–103.

Sinai A, Bowers CW, Crainiceanu C, Boatman D, Gordon B, Lesser RP, Lenz FA, Crone NE. 2005. Electrocorticographic high gamma activity versus electrical cortical stimulation mapping of naming. Brain. 128:1556–1570.

Paynter NP, Crainiceanu C, Sharrett AR, Chambless LE, Coresh J. 2012. Effect of correcting for long-term variation in major coronary heart disease risk factors: relative hazard estimation and risk prediction in the Atherosclerosis Risk in Communities Study. Ann Epidemiol. 22:191–197.

D

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.

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