2009, English, Article edition: Modelling Dengue Epidemics with Autoregressive Switching Markov Models (AR-HMM) Olteanu, Madalina; Garcia Garaluz, Esther; Atencia, Miguel; ...

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Bookmark: http://trove.nla.gov.au/version/200270
Physical Description
  • text
Published
  • HAL - CCSD
  • 2009
Language
  • English

Edition details

Title
  • Modelling Dengue Epidemics with Autoregressive Switching Markov Models (AR-HMM)
Author
  • Olteanu, Madalina
  • Garcia Garaluz, Esther
  • Atencia, Miguel
  • Joya, Gonzalo
Published
  • HAL - CCSD
  • 2009
Physical Description
  • text
Subjects
Notes
  • This work presents the Autorregresive switching-Markov Model (AR-HMM) as a technique that allows modelling time series which are controlled by some unobserved process and finite time lags. Our objetive is to bring to light the potential of this method to give valuable information about how an efficient control strategy can be performed. As a case of study, we apply the method to the dengue fever epidemics (DF) in 2001 in Havana. For this time series, a first experiment with real data is performed in order to obtain the characterization of differents stages of the epidemics.
  • HAL:hal-00409115, version 1
  • HAL:http:/​/​hal.archives-ouvertes.fr/​hal-00409115/​en/​
  • DOI:10.1007/​978-3-642-02478-8
Language
  • English
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