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Theory of Probability and Mathematical Statistics

ISSN 1547-7363(online) ISSN 0094-9000(print)

   
 
 

 

A bound in the stable ($\alpha$), $1 < \alpha \le 2$, limit theorem for associated random variables with infinite variance


Author: M. Sreehari
Journal: Theor. Probability and Math. Statist. 104 (2021), 145-156
MSC (2020): Primary 60E15; Secondary 60F10
DOI: https://doi.org/10.1090/tpms/1151
Published electronically: September 24, 2021
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Abstract: Consider a stationary sequence $\{X_n\}$ of associated random variables with the common distribution function $F$ which is in the domain of non-normal attraction of the normal law or in the domain of attraction of a symmetric stable ($\alpha$) law for $\alpha <2$. Louhichi and Soulier [13] proved the central limit theorem when $F$ has infinite variance and also proved the stable limit theorem for $\{X_n\}$ when $F$ is in the domain of normal attraction of the stable law. The aim of this article is to obtain bounds for the rate of convergence in the stable ($\alpha$) limit theorem for $1 < \alpha \le 2$ when $F$ is in the domain of non-normal attraction. We consider also the rate of convergence problem when $F$ is in the domain of normal attraction of a stable ($\alpha$) law for $1 < \alpha < 2$.


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Additional Information

M. Sreehari
Affiliation: Department of Statistics, Faculty of Science, The M. S. University of Baroda, Vadodara 390002, India
Address at time of publication: 6-B, Trupti, Vrundavan Park, New Sama Road, Chani Road P.O., Vadodara 390024, India
Email: msreehari03@yahoo.co.uk

Keywords: Associated random variables, central limit theorem, stable limit theorem, rate of convergence, non-normal attraction, Berry-Esséen type bound
Received by editor(s): December 30, 2020
Published electronically: September 24, 2021
Article copyright: © Copyright 2021 Taras Shevchenko National University of Kyiv