Pregled bibliografske jedinice broj: 579916
Hypothesis testing for Fisher-Snedecor diffusion
Hypothesis testing for Fisher-Snedecor diffusion // JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 142 (2012), 8; 2308-2321 doi:10.1016/j.jspi.2012.02.055 (međunarodna recenzija, članak, znanstveni)
CROSBI ID: 579916 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Hypothesis testing for Fisher-Snedecor diffusion
Autori
Avram, Florin ; Leonenko, Nikolai ; Šuvak, Nenad
Izvornik
JOURNAL OF STATISTICAL PLANNING AND INFERENCE (0378-3758) 142
(2012), 8;
2308-2321
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
Diffusion process; Fisher-Snedecor polynomials; Generalized method of moments; Hansen-Scheinkman moment condition; Stein equation; Transition density
(Diffusion process; Fisher-Snedecor polynomials; Generalized method of moments; Hansen-Scheinkman moment condition; Stein equation; Transition density.)
Sažetak
We consider the problem of testing the hypothesis whether the random variable X_t, for fixed t grether that zero, 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.
Izvorni jezik
Engleski
Znanstvena područja
Matematika, Ekonomija
POVEZANOST RADA
Projekti:
010-0101195-1048 - Modeli za ocjenu rizičnosti poslovanja poduzeća (Šarlija, Nataša, MZOS ) ( CroRIS)
235-2352818-1039 - Statistički aspekti problema procjene u nelinearnim parametarskim modelima (Benšić, Mirta, MZOS ) ( CroRIS)
Ustanove:
Ekonomski fakultet, Osijek,
Sveučilište u Osijeku, Odjel za matematiku
Profili:
Nenad Šuvak
(autor)
Citiraj ovu publikaciju:
Časopis indeksira:
- Web of Science Core Collection (WoSCC)
- Science Citation Index Expanded (SCI-EXP)
- SCI-EXP, SSCI i/ili A&HCI
- Scopus