Abstract:
The accuracy of approximation is investigated of the distribution of the logarithmic likelihood ratio process constructed by a sample from multidimensional distribution with discontinuous density by the convolution of generalized Poisson and degenerate Gaussian distributions.
Keywords:
likelihoods ratio process, generalized Poisson process, asymptotic expansion.
Citation:
I. S. Borisov, D. V. Mironov, “An asymptotic representation for the likelihood ratio for multidimensional samples with discontinuous desities”, Teor. Veroyatnost. i Primenen., 45:2 (2000), 345–356; Theory Probab. Appl., 45:2 (2001), 289–300
\Bibitem{BorMir00}
\by I.~S.~Borisov, D.~V.~Mironov
\paper An asymptotic representation for the likelihood ratio for multidimensional samples with discontinuous desities
\jour Teor. Veroyatnost. i Primenen.
\yr 2000
\vol 45
\issue 2
\pages 345--356
\mathnet{http://mi.mathnet.ru/tvp467}
\crossref{https://doi.org/10.4213/tvp467}
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\zmath{https://zbmath.org/?q=an:0974.62093}
\transl
\jour Theory Probab. Appl.
\yr 2001
\vol 45
\issue 2
\pages 289--300
\crossref{https://doi.org/10.1137/S0040585X97978233}
\isi{https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=Publons&SrcAuth=Publons_CEL&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=000169004700008}
Linking options:
https://www.mathnet.ru/eng/tvp467
https://doi.org/10.4213/tvp467
https://www.mathnet.ru/eng/tvp/v45/i2/p345
This publication is cited in the following 5 articles:
V. E. Mosyagin, “Asymptotics for the distribution of the time of attaining the maximum for a trajectory of a Poisson process with linear drift and intensity switch”, Theory Probab. Appl., 66:2 (2021), 75–88
V. E. Mosyagin, “Exact asymptotics for the distribution of the time of attaining the maximum for a trajectory of a compound Poisson process with linear drift”, Siberian Adv. Math., 30:1 (2020), 26–42
A. A. Borovkov, “On estimation of parameters in the case of discontinuous densities”, Theory Probab. Appl., 63:2 (2018), 169–192
I. S. Borisov, D. V. Mironov, “Convergence rate of the distributions of normalized maximum likelihood estimators for irregular parametric families”, Siberian Math. J., 44:3 (2003), 411–427
I. S. Borisov, “A note on Dobrushin's theorem and couplings in
poisson approximation in abelian groups”, Theory Probab. Appl., 48:3 (2004), 521–528