People

Carolina Euan

Postdoctoral Fellows
Ph.D. in Probability and Statistics, 2016, Center for Research in Mathematics (CIMAT), Mexico

Research Interests

High dimesional Time Series Analysis, Spatio-Temporal Models, Clustering, Multivariate Data, Complex Data Visualization, Computational Statistics

Selected Publications

Papers
  • Euán, C., Sun, Y. and Ombao, H. (2019) Coherence-Based Time Series Clustering For Statistical Inference And Visualization Of Brain Connectivity. Annals of Applied Statistics (to appear)
  • Euán, C., and Sun, Y. (2019) Directional Spectra-based clustering methods for visualizing patterns of winds and waves in the Red Sea. Journal of Computational and Graphical Statistics (accepted).​ ​
  • Euán, C., Ombao, H. and Ortega, J. (2018) Spectral Synchronicity in Brain Signals. Statistics in Medicine 37: 2855-2873. 
  • Euán, C., Ombao, H. and Ortega, J. (2018) The Hierarchical Spectral Merger algorithm: A New Time Series Clustering Procedure. Journal Classification. Doi: 10.1007/s00357-018-9250-5. Online ISSN: 1432 1343.  
  • Alvarez-Esteban, P. C., Euán, C., and Ortega, J. (2016) Time series clustering using the total variation distance with applications in oceanography. Environmetrics, 27: 355–369. Doi: 10.1002/env.2398.
  • Alvarez-Esteban, Pedro C., Euán, C. and Ortega, J. (2016), Statistical Analysis of Stationary Intervals for Random Waves, ​Proceedings of the Twenty-sixth (2016) International Ocean and Polar Engineering Conference, Vol III.
  • Alvarez-Esteban, Pedro C., Euán, C. and Ortega, J.  (2014), Detecting Stationary Intervals for Random Waves using Time Series Clustering, Proceedings of the ASME (2014) 33rd International Conference on Ocean, Offshore and Arctic Engineering. 
  • Euán, C., Ortega, J. and Alvarez-Esteban, Pedro C. (2013), Detecting Changes In Wave Spectra Using The Total Variation Distance, Proceedings of the Twenty-third (2013) International Offshore and Polar Engineering Anchorage, Vol.3, Pag.824-830.

Book Chapter
  • Ombao, H., Schröder, A. L., Euán, C., Ting, C.-M., and Samdin, B. (2016). Handbook of Neuroimaging Data Analysis, chapter Advanced topics for modeling electroencephalograms, pages 567–621. Chapman & Hall/CRC Handbooks of Modern Statistical Methods. Taylor & Francis.

Education

  • Ph. D. in Probability and Statistics, Center for Research in Mathematics, Mexico, 2016.
  • M. S. in Probability and Statistics, Center for Research in Mathematics, Mexico, 2012.

Professional Profile

Shiny Apps
R Package

Awards

  • Sylvia Esterby Presentation Award, TIES meeting 2018. 

  • Second place, National contest of Junior Statistician. Mexican Statistical Association, 2014.