This paper provides a new approach to longitudinal data analysis introducing the parallel neural network. Furthermore, is defined a general schema about constraints on the network parameters to deal with compositional data. Finally, we propose an algorithm to solve the identification problem of the parallel network according to the characteristics of longitudinal data
Parallel networks for compositional longitudinal data / Aria, Massimo. - In: STATISTICA APPLICATA. - ISSN 1125-1964. - STAMPA. - 20:1(2009), pp. 5-20.
Parallel networks for compositional longitudinal data
ARIA, MASSIMO
2009
Abstract
This paper provides a new approach to longitudinal data analysis introducing the parallel neural network. Furthermore, is defined a general schema about constraints on the network parameters to deal with compositional data. Finally, we propose an algorithm to solve the identification problem of the parallel network according to the characteristics of longitudinal dataFile in questo prodotto:
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