portrait photo

Annalisa Cadonna

Annalisa Cadonna Ph.D.
Telephone:
+43 1 31336 5053
Email:
Contact information and photo taken from and editable at WU Directory.

CV

2017
Ph.D. in Applied Mathematics and Statistics (University of California, Santa Cruz)
2011
M.S. in Mathematical Engineering (Politecnico di Milano)
2007
B.S. in Biomedical Engineering (Università degli Studi di Padova)

Researcher Identifier

    No researcher identifier found.

Awards and Honors

2016
Best Presentation in Theory and Methods, BAYSM 2016
2015
UCSC Grad Slam - People's choice award
2014-2015
Jack Baskin & Peggy Downes Baskin Fellowship, UCSC Baskin School of Engineering
2014
Outstanding Teaching Assistant, UCSC
2012-2013
Chancellor's fellowship, UCSC

Classifications

    No classifications found.

Expertise

  • Bayesian statistics
  • Markov Chain Monte Carlo
  • Time series analysis

Activities

Membership in scientific association
  since 2013 International Society for Bayesian Analysis (ISBA)
  since 2010 Associazione Ingeneri Matematici (AIM)
Other scientific activities
  since 2013 Space-Time Modeling Group (UCI and UCSC based)

Publications

Journal article

2019 Cadonna, Annalisa, Prado, Raquel, Kottas, Athanasios. 2019. Bayesian spectral modeling for multiple time series. Journal of the American Statistical Association. (Details)
2017 Cadonna, Annalisa, Kottas, Athanasios, Prado, Raquel. 2017. Bayesian mixture modeling for spectral density estimation. Statistics and Probability Letters 125, 189-195. (Details)

Paper presented at an academic conference or symposium

2017 Cadonna, Annalisa. 2017. Bayesian spectral modeling for locally stationary processes. ESOBE 2017, Maastricht, Netherlands, 26.10-27.10. (Details)
  Cadonna, Annalisa. 2017. Bayesian spectral modeling for multiple time series. BISP10, Milan, Italy, 13.06-15.06. Invited Talk (Details)
2016 Cadonna, Annalisa. 2016. Bayesian mixture modeling for multiple spectral densities. BAYSM 2016, Florence, Italy, 20.06.-21.06. (Details)

Poster presented at an academic conference or symposium

2016 Cadonna, Annalisa, Kottas, Athanasios, Prado, Raquel. 2016. Bayesian modeling for multiple spectral densities. ISBA 2016 World Meeting, Sardinia, Italy, 13.06.-17.06. (Details)
2014 Cadonna, Annalisa, Kottas, Athanasios, Prado, Raquel. 2014. Bayesian nonparametric modeling and inference for spectral densities. 2014 ISBA World Meeting, Cancun, Mexico, 14.07.-18.07. (Details)
2013 Cadonna, Annalisa. 2013. Bayesian flexible spectral modeling and computation for the analysis of complex brain signals. Women In Machine Learning Workshop, Lake Tahoe, United States/USA, 05.12. (Details)

Working/discussion paper, preprint

2017 Cadonna, Annalisa, Kottas, Athanasios, Prado, Raquel. Forthcoming. Bayesian spectral estimation for nonstationary processes. (Details)
2011 Cadonna, Annalisa, Guglielmi, Alessandra, Quintana, Fernando. 2011. Bayesian nonparametric AR(1)-models for multiple binary sequences. Proceedings of the 7th Conference on Statistical Computing and Complex Systems - SCo 2011. (Details)

Dissertation

2017 Cadonna, Annalisa. 2017. Bayesian mixture models for spectral density estimation. Dissertation, University of California, Santa Cruz. (Details)

Master thesis

2011 Cadonna, Annalisa. 2011. Bayesian nonparametric AR(1)-Models for multiple binary sequences. Masterarbeit, Politecnico di Milano. (Details)

Unpublished lecture

2017 Cadonna, Annalisa. 2017. Practical sessions for the Applied Bayesian Statistics School 2017. ABS 17, Como-Italy, 23.06. (Details)
  Cadonna, Annalisa. 2017. Local mixture models for spectral density estimation. Brown Bag Seminar, WU Institute for Mathematics and Statistics, 07.06. (Details)
2016 Cadonna, Annalisa. 2016. Bayesian mixture models for spectral density estimation of multiple time series. Talk, Lawrence Livermore National Laboratory, 22.07. (Details)
  Cadonna, Annalisa. 2016. Bayesian modeling for spectral density estimation: application to neuroscience. Talk, Politecnico di Milano, 08.01. (Details)

Projects

  • No projects found.