Article ID Journal Published Year Pages File Type
1149541 Journal of Statistical Planning and Inference 2012 14 Pages PDF
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
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