Browsing by Subject "Poisson processes"
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Article
A comparative simulation study of wavelet shrinkage estimators for Poisson counts
(2004)Using computer simulations, the finite sample performance of a number of classical and Bayesian wavelet shrinkage estimators for Poisson counts is examined. For the purpose of comparison, a variety of intensity functions, ...
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Doctoral Thesis Open Access
Statistical theory for mixed poisson time series models
(Πανεπιστήμιο Κύπρου, Σχολή Θετικών και Εφαρμοσμένων Επιστημών / University of Cyprus, Faculty of Pure and Applied Sciences, 2013-12)Σκοπός αυτής της εργασίας είναι η στατιστική ανάλυση μικτών Poisson μοντέλων χρονοσειρών, τα οποία λαμβάνουν ακέραιες τιμές. Η αναγκαιότητα μιας τέτοιας μελέτης προκύπτει από το γεγονός ότι οι ακέραιες εξαρτημένες ακολουθίες, ...
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Article
Stochastic expansions in an overcomplete wavelet dictionary
(2000)We consider random functions defined in terms of members of an overcomplete wavelet dictionary. The function is modelled as a sum of wavelet components at arbitrary positions and scales where the locations of the wavelet ...