Extreme value analysis for financial risk management

N Nolde, C Zhou - Annual Review of Statistics and Its Application, 2021 - annualreviews.org
This article reviews methods from extreme value analysis with applications to risk
assessment in finance. It covers three main methodological paradigms: the classical …

[图书][B] Risk and insurance

S Asmussen, M Steffensen - 2020 - Springer
This book covers some of the main aspects of insurance mathematics, parts of risk
management and financial risk, and some relevant probabilistic tools. The view is theoretical …

[图书][B] Closure Properties for Heavy-Tailed and Related Distributions

R Leipus, J Šiaulys, D Konstantinides - 2023 - Springer
Preface... then, prudence cannot be science. Nor can it be skill. It is not science because the
matters of conduct may vary; and it is not skill because the genus of action is different from …

Closure properties and heavy tails: random vectors in the presence of dependence

DG Konstantinides, CD Passalidis - arXiv preprint arXiv:2402.09041, 2024 - arxiv.org
This paper is organized in three parts closely related to closure properties of heavy-tailed
distributions and heavy-tailed random vectors. In the first part we consider two random …

Tails of the moments for sums with dominatedly varying random summands

M Dirma, S Paukštys, J Šiaulys - Mathematics, 2021 - mdpi.com
The asymptotic behaviour of the tail expectation E (S n ξ) α 𝕝 {S n ξ> x} is investigated,
where exponent α is a nonnegative real number and S n ξ= ξ 1+…+ ξ n is a sum of …

The heavy-tailed Gleser model: Properties, estimation, and applications

NM Olmos, E Gómez-Déniz, O Venegas - Mathematics, 2022 - mdpi.com
In actuarial statistics, distributions with heavy tails are of great interest to actuaries, as they
represent a better description of risk exposure through a type of indicator with a certain …

Generalized moments of sums with heavy-tailed random summands

M Dirma, N Nakliuda, J Šiaulys - Lithuanian Mathematical Journal, 2023 - Springer
In this paper, we investigate the asymptotic behavior of randomly weighted sums of the form
of S n θ ξ= θ 1 ξ 1+⋯+ θ n ξ n under the transformation φ: ℝ→ ℝ satisfying several asymptotic …

Multivariate regularly varying insurance and financial risks in multidimensional risk models

M Cheng, DG Konstantinides, D Wang - Journal of Applied …, 2024 - cambridge.org
Multivariate regular variation is a key concept that has been applied in finance, insurance,
and risk management. This paper proposes a new dependence assumption via a framework …

A novel claim size distribution based on a Birnbaum–Saunders and gamma mixture capturing extreme values in insurance: estimation, regression, and applications

E Gómez–Déniz, V Leiva, E Calderín–Ojeda… - Computational and …, 2022 - Springer
Data including significant losses are a pervasive issue in general insurance. The
computation of premiums and reinsurance premiums, using deductibles, in situations of …

Random vectors in the presence of a single big jump

DG Konstantinides, CD Passalidis - arXiv preprint arXiv:2410.10292, 2024 - arxiv.org
The multidimensional distributions with heavy tails attracted recently the attention of several
papers on Applied Probability. However, the most of the works of the last decades are …