The objective of this paper is to analyse how immigrants' ethnic identity correlates with their labour market outcomes. More precisely, we estimate the role of ethnic identity in employment, wages, under-employment (i.e., they would prefer to work more hours but are not given the opportunity),...

We use the panel data from the Building a New Life in Australia survey to examine the relationships between proficiency in English and labour market outcomes among humanitarian migrants. Having better general or speaking skills in English is certainly associated with a higher propensity for...

We focus on the construction of confidence corridors for multivariate nonparametric generalized quantile regression functions. This construction is based on asymptotic results for the maximal deviation between a suitable nonparametric estimator and the true function of interest which follow...

As observed in the financial crisis, CDS spreads tend to increase simutaneously as a reaction to common shocks. Focusing on the spillover effects triggered by extreme events, we propose a credit risk analysis tool by applying credit default swap spread returns to the concept of 4CoVaR suggested...

Financial risk control has always been challenging and becomes now an even harder problem as joint extreme events occur more frequently. For decision makers and government regulators, it is therefore important to obtain accurate information on the interdependency of risk factors. Given a...

In this paper, we propose a multivariate quantile regression method which enables localized analysis on conditional quantiles and global comovement analysis on conditional ranges for high-dimensional data. The proposed method, hereafter referred to as FActorisable Sparse Tail Event Curves, or...