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Estimation of tail risk based on extreme expectiles
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 …
expected shortfall, which are two instruments of risk protection of utmost importance in …
Causal discovery in heavy-tailed models
The supplementary material (Gnecco et al.(2020)) consists of six sections. Section A
summarises important facts about regularly varying random variables. Section B contains …
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 …
assessment in finance. It covers three main methodological paradigms: the classical …
Sequential Monte Carlo Samplers for capital allocation under copula-dependent risk models
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 …
capital derived as a homogeneous risk measure. The Euler (or gradient) principle, then …
Systemic risk and bank business models
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 …
(“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 …
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 …
contribution in different countries, based on a dataset for commercial banks in a bank-based …
Tail expectile process and risk assessment
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 …
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 …
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
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 …
systemic expected shortfall (SES) and marginal expected shortfall (MES) in a general …