Estimation of tail risk based on extreme expectiles

A Daouia, S Girard, G Stupfler - Journal of the Royal Statistical …, 2018 - academic.oup.com
We use tail expectiles to estimate alternative measures to the value at risk and marginal
expected shortfall, which are two instruments of risk protection of utmost importance in …

Causal discovery in heavy-tailed models

N Gnecco, N Meinshausen, J Peters… - The Annals of …, 2021 - projecteuclid.org
The supplementary material (Gnecco et al.(2020)) consists of six sections. Section A
summarises important facts about regularly varying random variables. Section B contains …

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 …

Sequential Monte Carlo Samplers for capital allocation under copula-dependent risk models

RS Targino, GW Peters, PV Shevchenko - Insurance: Mathematics and …, 2015 - Elsevier
In this paper we assume a multivariate risk model has been developed for a portfolio and its
capital derived as a homogeneous risk measure. The Euler (or gradient) principle, then …

Systemic risk and bank business models

M Van Oordt, C Zhou - Journal of Applied Econometrics, 2019 - Wiley Online Library
In this paper, we decompose banks' systemic risk into two dimensions: the risk of a bank
(“bank tail risk”) and the link of the bank to the system in financial distress (“systemic …

Extremiles: A new perspective on asymmetric least squares

A Daouia, I Gijbels, G Stupfler - Journal of the American Statistical …, 2019 - Taylor & Francis
Quantiles and expectiles of a distribution are found to be useful descriptors of its tail in the
same way as the median and mean are related to its central behavior. This article considers …

Financial structure and determinants of systemic risk contribution

X Qin, C Zhou - Pacific-Basin Finance Journal, 2019 - Elsevier
This paper investigates on what drives the different determinants of systemic risk
contribution in different countries, based on a dataset for commercial banks in a bank-based …

Tail expectile process and risk assessment

A Daouia, S Girard, G Stupfler - 2020 - projecteuclid.org
Tail expectile process and risk assessment Page 1 Bernoulli 26(1), 2020, 531–556 https://doi.org/10.3150/19-BEJ1137
Tail expectile process and risk assessment ABDELAATI DAOUIA1, STÉPHANE GIRARD2 …

Extreme M-quantiles as risk measures

A Daouia, S Girard, G Stupfler - Bernoulli, 2019 - JSTOR
The class of quantiles lies at the heart of extreme-value theory and is one of the basic tools
in risk management. The alternative family of expectiles is based on squared rather than …

An asymptotic study of systemic expected shortfall and marginal expected shortfall

Y Chen, J Liu - Insurance: Mathematics and Economics, 2022 - Elsevier
Following recent studies of systemic risk in banking, finance, and insurance, we quantify
systemic expected shortfall (SES) and marginal expected shortfall (MES) in a general …