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On an estimator of the parameters of sub-Gaussian random variables. (English. Russian original) Zbl 0632.60017

Theory Probab. Math. Stat. 34, 103-107 (1987); translation from Teor. Veroyatn. Mat. Stat. 34, 94-97 (1986).
The author considers the empirical moment generating functions of random variables based on a sample. He proves for them a central limit theorem in the space of analytic functions on an open region. Moreover, he constructs a consistent estimator of the sub-Gaussian standard from results of observations.
Reviewer: W.Szczotka

MSC:

60F05 Central limit and other weak theorems
62F12 Asymptotic properties of parametric estimators
60G15 Gaussian processes
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