Publications
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Latent Deformation Models for Multivariate Functional Data and Time Warping Separability.
C. Carroll and H.-G. Müller. Biometrics (2023). (pdf). -
Comparison of Diagnostic Predictors of Neonatal Survivability in Non-Domestic Caprinae.
T. N. Bliss, M. J. Marinkovich, R. E. Burns, C. Carroll, M. M. Clancy, L. L. Howard. Journal of Zoo and Wildlife Medicine (2022). (pdf). -
Learning delay dynamics for multivariate stochastic processes, with application to the prediction of the growth rate of COVID-19 cases in the United States.
Dubey, P., Chen, Y., Gajardo, Á ., Bhattacharjee, S., Carroll, C., Zhou, Y., and Müller, H. G. Journal of Mathematical Analysis and Applications, 514(2), 125677, (2022). (pdf). -
Cross-component Registration for Multivariate Functional Data, with Application to Growth Curves.
C. Carroll, H.-G. Müller, A. Kneip. Biometrics (2021).
(pdf). -
A Practical Method to Quantify Knowledge-Based Dose Volume Histogram Prediction Accuracy and Uncertainty with Reference Cohorts.
B. Covele, C. Carroll, K. Moore. Journal of Applied Clinical Medical Physics (2021).
(pdf). -
Time dynamics of COVID-19.
Carroll, C., Bhattacharjee, S., Chen, Y., Dubey, P., Fan, J., Gajardo, Á ., Zhou, X., Müller, H. G., and Wang, J-L. Nature- Scientific Reports, 10(1), 21040, (2020). (pdf). -
Mountaineers on Mount Everest: effects of age, sex, experience, and crowding on rates of success and death.
R. B. Huey, C. Carroll, R. Salisbury, J.-L. Wang. PLoS One (2020).
(pdf).
Whitepapers
- X. Wang, W.-C. Liao, K. Klausmeyer, N. Rindlaub, C. Carroll. An Automated Workflow for Satellite-based Monitoring of Field Flooding. The Nature Conservancy, (2023). (pdf) (Github page.)
Software
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fdapace: Functional Data Analysis and Empirical Dynamics- 2019 – present (R package)
Contributing author and former maintainer -
BirdSense Bid for Birds Dashboard
(Interactive Dashboard.)
Media
The USF Data Science Podcast with Robert Clements