Pavel Shevchenko

Prof. Dr. Pavel Shevchenko

Department of Actuarial Studies and Business Analytics, Macquarie University, NSW, 2109, Australia
orcid

Research Focus & Metrics

Academic Career Length

30Years (1997-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 July 1997 in Physical Review E
Verified
Journal Article
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SVS. V. Vladimirov
S. V. Vladimirov
Pavel ShevchenkoPavel Shevchenko
Pavel Shevchenko
NCN. F. Cramer
N. F. Cramer
It is shown that vertical vibration of dust grains in a sheath region can lead to a specific low frequency mode of a quasi-two-dimensional dust-plasma crystal. Linear dispersion characteristics of the mode are obtained.


1 January 2006 in Journal of Operational Risk
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Journal Article
Closed access
Pavel ShevchenkoPavel Shevchenko
Pavel Shevchenko
MWMario Wüthrich
Mario Wüthrich
To meet the Basel II regulatory requirements for the advanced measurement approaches, the bank’s internal model must include..., Original Research, Operational risk

1 May 2009 in ASTIN Bulletin
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Journal Article
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GPGareth Peters
Gareth Peters
Pavel ShevchenkoPavel Shevchenko
Pavel Shevchenko
MWMario V. Wüthrich
Mario V. Wüthrich
In this paper we examine the claims reserving problem using Tweedie's compound Poisson model. We develop the maximum likelihood and Bayesian Markov chain Monte Carlo simulation approaches to fit the model and then compare the estimated models under different scenarios. The key point we demonstrate relates to the comparison of reserving quantities with and without model uncertainty incorporated into the prediction. We consider both the model selection problem and the model averaging solutions for the predicted reserves. As a part of this process we also consider the sub problem of variable selection to obtain a parsimonious representation of the model being fitted.

6 June 2017 in European Actuarial Journal
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Journal Article
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PDPhilippe Deprez
Philippe Deprez
Pavel ShevchenkoPavel Shevchenko
Pavel Shevchenko
MWMario V. Wüthrich
Mario V. Wüthrich

1 January 2007 in Journal of Operational Risk
Verified
Journal Article
Closed access
DLDominik Lambrigger
Dominik Lambrigger
Pavel ShevchenkoPavel Shevchenko
Pavel Shevchenko
MWMario Wüthrich
Mario Wüthrich
To quantify an operational risk capital charge under Basel II, many banks adopt a loss distribution approach. Under this approach,..., Original Research, Operational risk