Hidden markov models for time series: an introduction using r
Auteur :
Mac / MacDonald, Iain L.
Éditeur :
MacDonald, Iain L.Zucchini, Walter,
ISBN :
9781584885733
Date de publication :
30 avr. 2009
Dimensions :
22,9 x 15,2 x 2,3 cm
Poids :
544 g
Format :
Unsewn / adhesive bound
Langue :
Anglais
Pays d'origine :
USA
Illustrates the flexibility of HMMs as general-purpose models for time series data. This work presents an overview of HMMs for analyzing time series data, from continuous-valued, circular, and multivariate series to binary data, bounded and unbounded counts and categorical observations.