Template-type: ReDIF-Paper 1.0 Author-Name: Ole E. Barndorff-Nielsen Author-Email: oebn@imf.au.dk Author-Workplace-Name: Dept of Mathematical Sciences, University of Aarhus Author-Name: Silja Kinnebrock Author-Email: silja.kinnebrock@oxford-man.ac.uk Author-Workplace-Name: Oxford-Man Institute and Merton College, University of Oxford Author-Name: Neil Shephard Author-Email: neil.shephard@economics.ox.ac.uk Author-Workplace-Name: Oxford-Man Institute and Dept of Economics, Oxford University Title: Measuring downside risk-realised semivariance Abstract: We propose a new measure of risk, based entirely on downwards moves measured using high frequency data. Realised semivariances are shown to have important predictive qualities for future market volatility. The theory of these new measures is spelt out, drawing on some new results from probability theory. Keywords: Market frictions; Quadratic variation; Realised variance; Semimartingale; Semivariance Length: 21 pages Creation-Date: 2008-21-01 Number: 2008-W02 File-URL: http://www.nuffield.ox.ac.uk/economics/papers/2008/w2/downside.pdf File-Format: application/pdf Handle: RePEc:nuf:econwp:0802