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S. Volgushev

8 papers hereh-index 231.6k citations81 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author5
  • last author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • math.ST3
  • stat.ME2
  • stat.ML2
  • econ.EM1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedAn Analysis of Constant Step Size SGD in the Non-convex Regime: Asymptotic Normality and Bias

14 citations · 20 across the 3 of their papers we have counts for

collaborators
Showing math.STShow all

3 papers · 1 filter

math.ST2019★ 5 cited

Multiple block sizes and overlapping blocks for multivariate time series extremes

Nan Zou, Stanislav Volgushev, Axel Bücher

Block maxima methods constitute a fundamental part of the statistical toolbox in extreme value analysis. However, most of the corresponding theory is derived under the simplifying…

math.ST2018

On Second Order Conditions in the Multivariate Block Maxima and Peak over Threshold Method

Axel Bücher, Stanislav Volgushev, Nan Zou

Second order conditions provide a natural framework for establishing asymptotic results about estimators for tail related quantities. Such conditions are typically tailored to the…

math.ST2017

Fourier analysis of serial dependence measures

Ria van Hecke, Stanislav Volgushev, Holger Dette

Classical spectral analysis is based on the discrete Fourier transform of the auto-covariances. In this paper we investigate the asymptotic properties of new frequency domain metho…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.