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What is Value at Risk? According to European Central Bank definition: VaR is the maximum potential change in value of a portfolio of financial instruments with a given probability over a certain horizon In plain English: VaR is  the amount  that indicates how much a financial institution i.e. bank could lose in normal market conditions with probability  α  over a given time horizon if the worst case scenario happened Example VaR 95  =  1.000.000 € There is 95% of chances that in normal market conditions company will not suffer on the investment loses greater than  1.000.000 € - or - There is only  5%  of chances that in normal market conditions company will loose on the investment more than  1.000.000 €
What are VaR  main advantages? ,[object Object],[object Object],[object Object],What are VaR main limits? ,[object Object],[object Object]
Let’s see  VaR  in action So what does it mean for you? In normal market conditions if you invested 1.000.000 € in EURPLN trading than with 95% confidence your daily loss would not exceed  9600  € (0,96%) and with 99% confidence the loss  would  not be greater than  13200  € (1,32%) Date EURPLN Daily changes 2010-01-03 4,1070   2010-01-04 4,0736 -0,81% 2010-01-05 4,0865 0,32% 2010-01-06 4,0840 -0,06% 2010-01-07 4,0985 0,36% 2010-01-08 4,0573 -1,01% 2010-01-10 4,0584 0,03% 2010-01-11 4,0595 0,03% 2010-01-12 4,0656 0,15% 2010-01-13 4,0468 -0,46% 2010-01-14 4,0431 -0,09% 2010-01-15 4,0429 0,00% 2010-01-17 4,0429 0,00% 2010-01-18 4,0092 -0,83% 2010-01-19 3,9973 -0,30% 2010-01-20 4,0444 1,18% 2010-01-21 4,0849 1,00% 2010-01-22 4,0880 0,08% 2010-01-24 4,0831 -0,12% 2010-01-25 4,0650 -0,44% 2010-01-26 4,0685 0,09% 2010-01-27 4,0908 0,55% 2010-01-28 4,0719 -0,46% 2010-01-29 4,0419 -0,74% 2010-01-31 4,0290 -0,32% Assumptions Period 1 day Investment 1.000.000 € α s 5% / 1% Confidence levels 95% / 99% Risk exposition Mean - 0,08 % ,[object Object],Standard deviation 0,53 % 5300 € VaR 95 - 0,96 % ,[object Object],VaR 99 - 1,32 % - 13200  €
Let’s see  VaR  in action α  = 5% α  = 1% Mean  = - 0,08% StdDev  = 0,53%
Calculate Value at Risk (VaR) for EURPLN currency pair trading

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Calculate Value at Risk (VaR) for EURPLN currency pair trading

  • 2. What is Value at Risk? According to European Central Bank definition: VaR is the maximum potential change in value of a portfolio of financial instruments with a given probability over a certain horizon In plain English: VaR is the amount that indicates how much a financial institution i.e. bank could lose in normal market conditions with probability α over a given time horizon if the worst case scenario happened Example VaR 95 = 1.000.000 € There is 95% of chances that in normal market conditions company will not suffer on the investment loses greater than 1.000.000 € - or - There is only 5% of chances that in normal market conditions company will loose on the investment more than 1.000.000 €
  • 3.
  • 4.
  • 5. Let’s see VaR in action α = 5% α = 1% Mean = - 0,08% StdDev = 0,53%