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Multiple Sclerosis Medicine & Life Sciences
Penalized Splines Mathematics
Accelerometry Medicine & Life Sciences
Regression Mathematics
Magnetic Resonance Imaging Medicine & Life Sciences
Sleep Mathematics
Functional Data Mathematics
Brain Medicine & Life Sciences

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Research Output 2000 2018

A practical guide to big data

Smirnova, E., Ivanescu, A., Bai, J. & Crainiceanu, C. M. Jan 1 2018 (Accepted/In press) In : Statistics and Probability Letters.

Research output: Contribution to journalArticle

Biostatistics
Data analysis
Adjustment
Necessary
Culture

Arsenic exposure, diabetes-related genes and diabetes prevalence in a general population from Spain

Grau-Perez, M., Navas-Acien, A., Galan-Chilet, I., Briongos-Figuero, L. S., Morchon-Simon, D., Bermudez, J. D., Crainiceanu, C. M., de Marco, G., Rentero-Garrido, P., Garcia-Barrera, T., Gomez-Ariza, J. L., Casasnovas, J. A., Martin-Escudero, J. C., Redon, J., Chaves, F. J. & Tellez-Plaza, M. Apr 1 2018 In : Environmental Pollution. 235, p. 948-955 8 p.

Research output: Contribution to journalArticle

Arsenic
Medical problems
Spain
Genes
Population

Dynamic prediction in functional concurrent regression with an application to child growth

Leroux, A., Xiao, L., Crainiceanu, C. & Checkley, W. Apr 15 2018 In : Statistics in Medicine. 37, 8, p. 1376-1388 13 p.

Research output: Contribution to journalArticle

Penalized Splines
Mixed Effects
Sparse Data
Covariance Function
Longitudinal Data

High-dimensional multivariate mediation with application to neuroimaging data

Chén, O. Y., Crainiceanu, C., Ogburn, E. L., Caffo, B. S., Wager, T. D. & Lindquist, M. A. Apr 1 2018 In : Biostatistics. 19, 2, p. 121-136 16 p.

Research output: Contribution to journalArticle

Neuroimaging
Mediation
Mediator
High-dimensional
Structural Equation Model

Novel metrics for growth model selection

Grigsby, M. R., Di, J., Leroux, A., Zipunnikov, V., Xiao, L., Crainiceanu, C. & Checkley, W. Feb 23 2018 In : Emerging Themes in Epidemiology. 15, 1, 4

Research output: Contribution to journalArticle

Growth
Principal Component Analysis
Linear Models
Hand
Research Personnel