Exponential Families of Stochastic Processes with Time-Continuous Likelihood Functions

The structure of exponential families of stochastic processes with a time-continuous likelihood function is investigated by means of semimartingale theory. The time-homogeneous exponential families of this kind are characterized as those for which the jump mechanism and the diffusion coefficient are...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:Scandinavian Journal of Statistics. - Blackwell Publishers, 1974. - 21(1994), 4, Seite 421-431
1. Verfasser: Küchler, Uwe (VerfasserIn)
Weitere Verfasser: Sørensen, Michael
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 1994
Zugriff auf das übergeordnete Werk:Scandinavian Journal of Statistics
Schlagworte:diffusion processes Hellinger processes information likelihood theory local asymptotic mixed normality local characteristics maximum likelihood estimation natural exponential family semimartingales Mathematics Behavioral sciences