Estimation du paramètre de dérive d'une diffusion sous des conditions d'irrégularité de la dérive (prépublication)
Souchet, Sandie
HAL, hal-00276940 / Harvested from HAL
Let be the following one-dimensional threshold diffusion model : dX(t)=b(X(t)-ro)dt+dB(t) We consider the case when b is Lipschitz continuous on R and 0 is a threshold for its first derivative; b' is continuous on R* and the right and left limits in 0 are finite, but different. We want to estime ro from discrete observations of the stationary ergodic solution process, (X(k*h_n), k=0,...,n), as n*h_n goes to infinity and h_n goes to 0. For that purpose, we introduce the least squares estimator based on the approximate discrete-time Euler's scheme. This estimator is consistent. Moreover if n*(h_n)**3 goes to 0 , we prove that it is asymptotically normal with a standard rate.
Publié le : 1999-07-05
Classification:  temps local,  Schéma d'approximation d'Euler,  estimateur des moindres carrés,  modèle à seuil,  diffusion stationnaire et ergodique,  temps local.,  62 M 05 - 62 F 12,  [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST],  [STAT.TH]Statistics [stat]/Statistics Theory [stat.TH]
@article{hal-00276940,
     author = {Souchet, Sandie},
     title = {Estimation du param\`etre de d\'erive d'une diffusion sous des conditions d'irr\'egularit\'e de la d\'erive (pr\'epublication)},
     journal = {HAL},
     volume = {1999},
     number = {0},
     year = {1999},
     language = {fr},
     url = {http://dml.mathdoc.fr/item/hal-00276940}
}
Souchet, Sandie. Estimation du paramètre de dérive d'une diffusion sous des conditions d'irrégularité de la dérive (prépublication). HAL, Tome 1999 (1999) no. 0, . http://gdmltest.u-ga.fr/item/hal-00276940/