Ciprian M Crainiceanu


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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

Data analysis

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

Medical problems

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

Freesurfer: Connecting the Freesurfer software with R [version 1; referees: 2 approved]

Muschelli, J., Sweeney, E. & Crainiceanu, C. M., Jan 1 2018, In : F1000Research. 7, 599

Research output: Contribution to journalArticle

Software packages
Interfaces (computer)

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

Structural Equation Model