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1by Fermanian, Jean-David Published in Journal of banking & finance (01.08.2014)“...We provide a rigorous proof of granularity adjustment (GA) formulas to evaluate loss distributions and risk measures (value-at-risk) in the case of...”
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2by Fermanian, Jean-David Published in Journal of multivariate analysis (2005)“...This paper defines two distribution free goodness-of-fit test statistics for copulas. It states their asymptotic distributions under some composite parametric...”
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3“...We provide conditions for the existence and the uniqueness of strictly stationary solutions of the usual Dynamic Conditional Correlation GARCH models...”
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4by Bücher, Axel Fermanian, Jean‐David Kojadinovic, Ivan Published in Journal of time series analysis (01.01.2019)“...We derive tests of stationarity for univariate time series by combining change‐point tests sensitive to changes in the contemporary distribution with tests...”
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5by Fermanian, Jean-David Wegkamp, Marten H Published in Journal of multivariate analysis (01.09.2012)“...For the study of dynamic dependence structures, the authors introduce the concept of a pseudo-copula, which extends Patton’s definition of a conditional...”
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6“...We study nonparametric estimators of conditional Kendall's tau, a measure of concordance between two random variables given some covariates. We prove...”
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7by Fermanian, Jean-David Published in Econometrics (2017)“...Copula models have become very popular and well studied among the scientific community.[...]...”
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8by Jean-David Fermanian Dragan Radulović Marten Wegkamp Published in Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability (01.10.2004)“...Weak convergence of the empirical copula process has been established by Deheuvels in the case of independent marginal distributions. Van der Vaart and Wellner...”
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9by Fermanian, Jean-David Fermanian, Jean-David Published in The journal of real estate finance and economics (01.04.2013)“...We define a new approach to manage prepayment, default and interest rate risks simultaneously in some standard asset-backed securities structures. We propose a...”
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10“...We discuss the so-called “simplifying assumption” of conditional copulas in a general framework. We introduce several tests of the latter assumption for non-...”
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11“...We consider the pricing of European-style structured credit pay-off under the Gaussian Copula Model (GCM). When no sudden jump-to-default events occur, the...”
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12by JEAN-DAVID FERMANIAN DRAGAN RADULOVIĆ MARTEN WEGKAMP Published in Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability (01.08.2015)“...We propose a new platform of goodness-of-fit tests for copulas, based on empirical copula processes and nonparametric bootstrap counterparts. The standard...”
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13by Derumigny, Alexis Fermanian, Jean-David Published in Computational statistics & data analysis (01.07.2019)“...It is shown how the problem of estimating conditional Kendall’s tau can be rewritten as a classification task. Conditional Kendall’s tau is a conditional...”
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14by Derumigny, Alexis Fermanian, Jean-David Published in Journal of multivariate analysis (01.07.2020)“...Conditional Kendall’s tau is a measure of dependence between two random variables, conditionally on some covariates. We assume a regression-type relationship...”
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15“...We introduce so-called single-index copulas. They are semi-parametric conditional copulas whose parameter is an unknown link function of a univariate index...”
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16“...We introduce a general methodology to consistently estimate multidimensional ARCH models equation-by-equation, possibly with a very large number of parameters...”
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17“...We develop a new method for generating dynamics of conditional correlation matrices of asset returns. These correlation matrices are parameterized by a subset...”
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18“...In this paper, we characterize explicitly the first derivative of the Value at Risk and the Expected Shortfall with respect to portfolio allocations when...”
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19by Romuald Elie Jean-David Fermanian Nizar Touzi Published in The Annals of applied probability (01.08.2007)“...A Greek weight associated to a parameterized random variable Z(λ) is a random variable π such that $\nabla _{\lambda }E[\phi (Z(\lambda))]=E[\phi...”
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20“...Existing simulation-based estimation methods are either general purpose but asymptotically inefficient or asymptotically efficient but only suitable for...”