Alejandra Cabaña

Alejandra
Cabaña
Professora Titular d’Universitats
Universitat Autònoma de Barcelona
Articles: 
  • Moriña, D.; Fernández-Fontelo, A.; Cabaña, A.; Puig, P.; Monfil, L.; Brotons, M.; Diaz, M. (2021)
    Quantifying the under-reporting of uncorrelated longitudal data: the genital warts example
    BMC Medical Research Methodology, volume 21, Article number: 6
    https://doi.org/10.1186/s12874-020-01188-4
  • Fernández-Fontelo, A.; Moriña, D.; Cabaña, A.; Arratia, A.; Puig, P. (2020)
    Estimating the real burden of disease under a pandemic situation: The SARS-CoV2 case
    PLoS ONE, 15(12): e0242956
    https://doi.org/10.1371/journal.pone.0242956
  • Argimiro Arratia; Alejandra Cabaña; José Rafael León (2020)
    Deep and Wide Neural Networks Covariance Estimation
    Farkaš I., Masulli P., Wermter S. (eds) Artificial Neural Networks and Machine Learning – ICANN 2020. ICANN 2020. Lecture Notes in Computer Science, vol 12396. Springer, Cham.
    https://doi.org/10.1007/978-3-030-61609-0_16
  • Gero Junike; Argimiro Arratia; Alejandra Cabaña; Wim Schoutens (2020)
    American and exotic options in a market with frictions
    The European Journal of Finance, 26:2-3, 179-199
    https://doi.org/10.1080/1351847X.2019.1599407
  • Fernández‐Fontelo, A.; Cabaña, A.; Joe, H.; Puig, P.; Moriña, D. (2019)
    Untangling serially dependent underreported count data for gender‐based violence
    Statistics in medicine, 38:22, p. 4404-4422
    DOI: https://doi.org/10.1002/sim.8306
  • Argimiro Arratia; Alejandra Cabaña; Enrique M. Cabaña (2018)
    Embedding in law of discrete time ARMA processes in continuous time stationary processes
    Journal of Statistical Planning and Inference, Volume 197, Pages 156-167
    https://doi.org/10.1016/j.jspi.2018.01.004
  • Cabaña A., Estrada A.M., Peña J., Quiroz A.J. (2016)
    Permutation Tests in the two-sample problem for functional data, Contributiuons to Statistics, Functional statistics and related field
    G. Aneiros, E. Bongiorno, R. Cao, P. Vieu (Eds) (77-84)
  • A. Arratia, A. Cabaña, E.M. Cabaña
    A construction of Continuous time ARMA models by iterations of Ornstein-Uhlenbeck processes
    SORT (2016) VOL 40, No. 2
  • A. Fernández, A. Cabaña, P.Puig, D. Moriña (2016)
    Under-reported data analysis with INAR-hidden Markov chains
    Statistics in Medicine , VOL 35, Issue 26, 4875-4890
  • A. Arratia, A. Cabaña, E.M. Cabaña (2016)
    An Alternative to CARMA Models via Iterations of Ornstein–Uhlenbeck Processes
    Trends in Mathematics Research Perspectives (CRM Barcelona Vol.6 101-108, J. Díaz, L. Kirousis, L. Ortiz-Graciam M.Serna Editors
  • A. Arratia, A. Cabaña, A. Serés (2016)
    Towards a sharp estimation of transfer entropy for identifying causality in financial time series
    First Workshop on MIning DAta for financial applicationS, (MIDAS 2016), 31-42, http://ceur-ws.org/Vol-1774/ ISSN 1613-0073
  • A. Fernández, A. Cabaña, P.Puig, D. Moriña (2015)
    Applying INAR-hidden Markov chains in the analysis of under-reported data in Trends in Mathematics Research Perspectives CRM Barcelona
    Trends in Mathematics Research Perspectives CRM Barcelona Volume 7
  • A. Arratia, A. Cabaña, E.M. Cabaña (2014)
    Modeling stationary data by a class of generalized Ornstein-Uhlenbeck processes: the Gaussian case
    Advances in Intelligent Data Analysis XIII LNCS 8819, Blockeel, H., van Leewuwen, M. Vinciotti, V, (Eds)
Campus d'excel·lència internacional U A B