Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1149541 | Journal of Statistical Planning and Inference | 2012 | 14 Pages |
Abstract
We consider the problem of testing the hypothesis on marginal distribution of ergodic diffusion with Fisher-Snedecor invariant distribution, to be called Fisher-Snedecor diffusion. We propose a GMM approach to testing this statistical hypothesis where the moment condition is based on eigenfunctions of the diffusion infinitesimal generator-Fisher-Snedecor polynomials. Statistical test is observed in two different settings: (1) for known values of parameters of the process; (2) for consistent moment based estimators of parameters. Results are illustrated in a short simulation study.
Related Topics
Physical Sciences and Engineering
Mathematics
Applied Mathematics
Authors
F. Avram, N.N. Leonenko, N. Å uvak,