This paper proposes a new nonparametric test for conditional independence, which is based on the comparison of Bernstein copula densities using the Hellinger distance. The test is easy to implement because it does not involve a weighting function in the test statistic, and it can be applied in...

La récente crise économique et fi nancière appelle non pas une modification de la stratégie de politique monétaire, mais une meilleure prise en compte des conditions financières et du risque de crise fi nancière dans la mise en oeuvre de cette stratégie : telle semble être la principale...

This paper generalizes the Bollerslev and Zhang (2003) approach for the estimation of loadings of asset pricing models using "realized" measures and co-measures of risk. We propose here to extend this approach by including higher-moments in asset pricing models. Estimations are conducted using...

In this paper, we characterize the asymmetries of the smile through multiple leverage effects in a stochastic dynamic asset pricing framework. The dependence between price movements and future volatility is introduced through a set of latent state variables. These latent variables can capture...

Latent variable models in finance originate both from asset pricing theory and time series analysis. These two strands of literature appeal to two different concepts of latent structures, which are both useful to reduce the dimension of a statistical model specified for a multivariate time...

We consider the problem of testing whether the observations X1, · · ·, Xn of a time series are independent with unspecified (possibly nonidentical) distributions symmetric about a common known median. Various bounds on the distributions of serial correlation coefficients are proposed:...

We propose methods for testing hypothesis of non-causality at various horizons, as defined in Dufour and Renault (1998, Econometrica). We study in detail the case of VAR models and we propose linear methods based on running vector autoregressions at different horizons. While the hypotheses...

In this paper, we review the macroeconomic literature on financial frictions and banking in a dynamic general equilibrium framework. Our work focuses first on the pioneer articles that have analyzed the amplification effects associated to the financial accelerator. We then shift our attention...

Compte rendu d’une conférence internationale, organisée en avril 2006 par la Banque de France et la Banque du Canada, visant à comparer les quantifications et diagnostics concernant les écarts de croissance de la productivité et du PIB potentiel des pays industrialisés.