We develop methods of nonparametric estimation for the Expected Shortfall of possibly heavy tailed asset returns that leads to asymptotically standard inference. We use a tail-trimming indicator to dampen extremes negligibly, ensuring standard Gaussian inference, and a higher rate of convergence than without trimming when the variance is infinite. Trimming, however, causes bias in small sample…

Shows the damage that is caused to economic welfare by high taxation. This book describes how unequal the distribution of public spending is across the regions of the United Kingdom. It examines future developments in public spending together with a programme for reducing the size of government to a manageable level.