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Gaussian distributions on the space of symmetric positive definite matrices from Souriau’s Gibbs state for Siegel domains by coadjoint orbit and moment map. (English) Zbl 1486.60024

Nielsen, Frank (ed.) et al., Geometric science of information. 5th international conference, GSI 2021, Paris, France, July 21–23, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12829, 245-255 (2021).
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Binary response models comparison using the \(\alpha\)-Chernoff divergence measure and exponential integral functions. (English) Zbl 07465305

Swift, Randall J. (ed.) et al., Stochastic processes and functional analysis. New perspectives. AMS special session celebrating M. M. Rao’s many mathematical contributions as he turns 90 years old. University of California, Riverside, California, November 9–10, 2019. Providence, RI: American Mathematical Society (AMS). Contemp. Math. 774, 37-53 (2021).
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Semibinomial conditionally nonlinear autoregressive models of discrete random sequences: probabilistic properties and statistical parameter estimation. (English. Russian original) Zbl 1460.62154

Discrete Math. Appl. 30, No. 6, 417-437 (2020); translation from Diskretn. Mat. 31, No. 1, 72-98 (2019).
MSC:  62M10 62F12 60G60
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Deriving probabilistic SVM kernels from exponential family approximations to multivariate distributions for count data. (English) Zbl 1434.62091

Bouguila, Nizar (ed.) et al., Mixture models and applications. Cham: Springer. Unsuperv. Semi-Superv. Learn., 125-153 (2020).
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