20122019

Research output per year

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Research Output

2019

Accelerometry Data in Health Research: Challenges and Opportunities: Review and Examples

Karas, M., Bai, J., Strączkiewicz, M., Harezlak, J., Glynn, N. W., Harris, T., Zipunnikov, V., Crainiceanu, C. M. & Urbanek, J., Jan 1 2019, (Accepted/In press) In : Statistics in Biosciences.

Research output: Contribution to journalArticle

Joint and Individual Representation of Domains of Physical Activity, Sleep, and Circadian Rhythmicity

Di, J., Spira, A., Bai, J., Urbanek, J., Leroux, A., Wu, M., Resnick, S., Simonsick, E., Ferrucci, L., Schrack, J. & Zipunnikov, V., Jul 15 2019, In : Statistics in Biosciences. 11, 2, p. 371-402 32 p.

Research output: Contribution to journalArticle

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

Multilevel Matrix-Variate Analysis and its Application to Accelerometry-Measured Physical Activity in Clinical Populations

Huang, L., Bai, J., Ivanescu, A., Harris, T., Maurer, M., Green, P. & Zipunnikov, V., Jan 1 2018, (Accepted/In press) In : Journal of the American Statistical Association.

Research output: Contribution to journalArticle

2017

A two-stage model for wearable device data

Bai, J., Sun, Y., Schrack, J. A., Crainiceanu, C. M. & Wang, M. C., 2017, (Accepted/In press) In : Biometrics.

Research output: Contribution to journalArticle

Discussion of the paper ‘A general framework for functional regression modelling’

Bai, J., Ivanescu, A. & Crainiceanu, C. M., Feb 1 2017, In : Statistical Modelling. 17, 1-2, p. 36-44 9 p.

Research output: Contribution to journalComment/debate

Genome-wide prediction of DNase i hypersensitivity using gene expression

Zhou, W., Sherwood, B., Ji, Z., Xue, Y., Du, F., Bai, J., Ying, M. & Ji, H. K., Dec 1 2017, In : Nature Communications. 8, 1, 1038.

Research output: Contribution to journalArticle

2016

An activity index for raw accelerometry data and its comparison with other activity metrics

Bai, J., Di, C., Xiao, L., Evenson, K. R., LaCroix, A. Z., Crainiceanu, C. M. & Buchner, D. M., Aug 1 2016, In : PLoS One. 11, 8, e0160644.

Research output: Contribution to journalArticle

2014

Normalization and extraction of interpretable metrics from raw accelerometry data

Bai, J., He, B., Shou, H., Zipunnikov, V., Glass, T. A. & Crainiceanu, C. M., Jan 1 2014, In : Biostatistics. 15, 1, p. 102-116 15 p.

Research output: Contribution to journalArticle

Predicting human movement with multiple accelerometers using movelets

He, B., Bai, J., Zipunnikov, V. V., Koster, A., Caserotti, P., Lange-Maia, B., Glynn, N. W., Harris, T. B. & Crainiceanu, C. M., Sep 2014, In : Medicine and Science in Sports and Exercise. 46, 9, p. 1859-1866 8 p.

Research output: Contribution to journalArticle

2013

The evolutionary divergence of shiga toxin-producing escherichia coli is reflected in clustered regularly interspaced short palindromic repeat (CRISPR) spacer composition

Yin, S., Jensen, M. A., Bai, J., DebRoy, C., Barrangou, R. & Dudley, E. G., Sep 23 2013, In : Applied and environmental microbiology. 79, 18, p. 5710-5720 11 p.

Research output: Contribution to journalArticle

2012

Movelets: A dictionary of movement

Bai, J., Goldsmith, J., Caffo, B., Glass, T. A. & Crainiceanu, C. M., Dec 1 2012, In : Electronic Journal of Statistics. 6, p. 559-578 20 p.

Research output: Contribution to journalArticle