Marco Bee, Debbie J. Dupuis, and Luca Trapin, "Realized Extreme Quantile: A Joint Model for Conditional Quantiles and Measures of Volatility with EVT Refinements", Journal of Applied Econometrics, Vol. 33, No. 3, 2018, pp. 398-415. The data used in this paper are obtained from the Oxford-Man Institute "Realized Library" version 0.2 (http://realized.oxford-man.ox.ac.uk/). The analysis in the paper is based on data for 2000-2014. We consider the following 17 stock indices. STOCK EXCHANGE FILENAME NUMBER OF OBSERVATIONS Amsterdam Exchange Index AEX.txt 3816 All Ordinaries Index AOI.txt 3743 Bovespa Index BVP.txt 3664 CAC40 CAC.txt 3817 DAX30 DAX.txt 3795 Dow Jones Industrial DJ.txt 3746 Euro Stoxx 50 ESX.txt 3794 FTSE MIB MIB.txt 3778 FTSE100 FT.txt 3764 IBEX35 IBX.txt 3782 IPC Mexico IPC.txt 3748 Korea Composite Index KCI.txt 3690 Nasdaq 100 NSQ.txt 3747 Nikkei 225 NK.txt 3630 Russel 2000 Index RUS.txt 3745 SP500 SPX.txt 3744 Swiss Market Index SMI.txt 3749 For each stock index, we provide a .txt file containing the following information: "date", the date of the recorded observation in "yyyy-mm-dd" format; "return", the open-to-close return; "RV", the daily realized variance; "BV", the daily bipower variation; "DR", the daily range; "RK", the daily realized kernel. The data files listed above are ASCII files in DOS format. They are zipped in the file bdt-data.zip. Unix/Linux users should use "unzip -a". luca.trapin [AT] sns.it