@techreport{NBERw6845, title = "Real-Time Multivariate Density Forecast Evaluation and Calibration: Monitoring the Risk of High-Frequency Returns on Foreign Exchange", author = "Francis X. Diebold and Jinyong Hahn and Anthony S. Tay", institution = "National Bureau of Economic Research", type = "Working Paper", series = "Working Paper Series", number = "6845", year = "1998", month = "December", URL = "http://www.nber.org/papers/w6845", abstract = {We provide a framework for evaluating and improving multivariate density forecasts. Among other things, the multivariate framework lets us evaluate the adequacy of density forecasts involving cross-variable interactions, such as time-varying conditional correlations. We also provide conditions under which a technique of density forecast forecasts. Finally by recent advances in financial risk management, we provide a detailed application to multivariate high-frequency exchange rate density forecasts.}, }