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

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

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.

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.

G

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

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.

I

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.

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.

L

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.

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.

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

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.

M

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.

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.

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

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

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

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

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

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.

N

Carroll RJ, Ruppert D, Crainiceanu C, Tosteson TD, Karagas MR. 2004. Nonlinear and Nonparametric Regression and Instrumental Variables. Journal of the American Statistical Association. 99:736–750.

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.

Crainiceanu C. 2007. Nonparametric Regression Methods for Longitudinal Data Analysis. Mixed-effects Modeling Approaches: Hulin Wu and Jin-Ting Zhang. Journal of the American Statistical Association. 102:761–761.

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.

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