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A Multivariate CLT for Weighted Sums with Rate of Convergence of Order O(1/n)
Springer Proceedings in Mathematics & Statistics. 2023. No. 425. P. 225–257.
Ulyanov V. V., Ayvazyan S.
The “typical” asymptotic behavior of the weighted sums of independent random vectors in k-dimensional space is considered. It is shown that in this case the rate of convergence in the multivariate central limit theorem is of order O(1/n). This extends the one-dimensional Klartag and Sodin (2011) result
Keywords: weighted sums
Publication based on the results of:
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It is known that for every continuous real-valued
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Bobkov S., Naumov A., Ulyanov V. V., , in: Recent Developments in Stochastic Methods and Applications: ICSM-5, Moscow, Russia, November 23–27, 2020, Selected ContributionsVol. 371.: Springer, 2021. P. 178–189.
Two–sided bounds are constructed for a probability density function of a weighted sum of chi-square variables. Both cases of central and non-central chi-square variables are considered. The upper and lower bounds have the same dependence on the parameters of the sum and differ only in absolute constants. The estimates obtained will be useful, in particular, ...
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Bobkov S., Naumov A., Ulyanov V. V., , in: Сборник материалов V-й Международной конференции по стохастическим методам: The 5th International Conference on Stochastic Methods (ICSM5). 23-27 November 2020, Russia, Moscow.: M.: RUDN, 2020. P. 39–42.
Two--sided bounds are constructed for a probability density function of a weighted sum of chi- square variables. Both cases of central and non-central chi-square variables are considered. The upper and lower bounds have the same dependence on the parameters of the sum and differ only in absolute constants. The estimates obtained will be useful, in ...
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We consider the typical behavior of the weighted sums of independent identically distributed random vectors in k-dimensional space. It is shown that in this case the rate of convergence in the multivariate central limit theorem is of order O(1/n) up to logarithmic factor. This extends the one-dimensional Klartag and Sodin result. ...
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