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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Additional Information
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 $1 < \alpha < 2$.
References
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References
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- K. Bartkiewicz, A. Jakubowski, T. Mikosch, and O. Wintenberger, Stable limits for sums of dependent infinite variance random variables,Probab. Theory Related Fields 150 (2011), 337–372. MR 2824860
- B. Basrak, D. Krizmaić, and J. Sigers, A functional limit theorem for dependent sequences with infinite variance stable laws, Ann. Probab. 40 (2012), 2008–2033. MR 3025708
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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