Title of article
Large deviations for statistics of the Jacobi process
Author/Authors
Demni، نويسنده , , N. and Zani، نويسنده , , M.، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2009
Pages
16
From page
518
To page
533
Abstract
This paper aims to derive large deviations for statistics of the Jacobi process already conjectured by M. Zani in her thesis. To proceed, we write in a simpler way the Jacobi semi-group density. Being given by a bilinear sum involving Jacobi polynomials, it differs from Hermite and Laguerre cases by the quadratic form of its eigenvalues. Our attempt relies on subordinating the process using a suitable random time change. This gives a Mehler-type formula whence we recover the desired semi-group density. Once we do, an adaptation of Zani’s result [M. Zani, Large deviations for squared radial Ornstein–Uhlenbeck processes, Stochastic. Process. Appl. 102 (1) (2002) 25–42] to the non-steep case will provide the required large deviations principle.
Keywords
Jacobi process , Subordinated Jacobi process , Large deviations , Maximum likelihood
Journal title
Stochastic Processes and their Applications
Serial Year
2009
Journal title
Stochastic Processes and their Applications
Record number
1578071
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