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ISADORA ANTONIANO VILLALOBOS

ISADORA ANTONIANO VILLALOBOS
Assistant Professor
Department of Decision Sciences

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Courses a.y. 2017/2018

30001 STATISTICA / STATISTICS
30401 MATHEMATICS AND STATISTICS - MODULE 2 (STATISTICS)
40328 INTRODUCTION TO STATISTICS

Courses previous a.y.


Biographical note

Isadora Antoniano Villalobos is an assistant professor at the Bocconi University of Milan from September 2014


Academic CV

 


Research areas

Bayesian Nonparametric models and methods for inference in the presence of intractable likelihoods and high-dimensional parameter spaces. Regression models, time series models Markov random fields and the relation between them. Bayesian consistency and convergence properties. 


Selected publications

 

For a full CV please visit my PERSONAL PAGE

  1. Antoniano-Villalobos, I. and Walker S. G. (2015) Bayesian Consistency for Markov Models. Sankhya A: Volume 77, Issue 1, pages 106-125
  2. Antoniano-Villalobos, I., Wade, S. and Walker S. G. (2014) A Bayesian Nonparametric Study of Hippocampal Atrophy in Alzheimer's Disease.  J. Amer. Statist. Assoc. 109(506) 477-490.
  3. Antoniano-Villalobos, I. and Walker S. G. (2012) Bayesian Nonparametric Inference for the Power Likelihood. Journal of Computational and Graphical Statistics 22(4) 801-813.
  4. Kohury, I., Toussaint, G., Ciampi, A.,  Antoniano, I., Murie, C., Nadon, R. (2008) Proximity-Graph-Based Tools for DNA Clustering. Encyclopedia of Data Warehousing and Mining (2nd Edition). Ed. John Wang. IGI Global, 1623-1631 pp.
  5. Ciampi, A., Rich, B., Dyachenko, A., Antoniano, I., Murie, C., Nadon, R. (2007) Locally Linear Regression and the Calibration Problem for Micro-Array Analysis. Selected Contributions in Data Analysis and Clasification: Studies in Classification, Data Analysis, and Knowledge Organization. Springer. 549-555 pp.