Correlation-Operational Risk 02

Embed Size (px)

Citation preview

  • 7/29/2019 Correlation-Operational Risk 02

    1/16

    Notes

    This worksheet replicates the data given in case study 1.

    It provides a hands on introduction to the idea of conditionalFamiliarize yourself with its structure and formulas before

    switching to the worksheet Case study 1(a).

    Original data

    Number of observations60

    Month System Failure Serious Transaction Error

    31-May-99 No No30-Jun-99 No Yes31-Jul-99 No No31-Aug-99 No Yes30-Sep-99 No Yes31-Oct-99 Yes No30-Nov-99 No No31-Dec-99 No Yes

    31-Jan-00 Yes No29-Feb-00 No Yes

    31-Mar-00 Yes Yes30-Apr-00 Yes No31-May-00 Yes Yes30-Jun-00 No No31-Jul-00 No Yes31-Aug-00 No No30-Sep-00 No No31-Oct-00 No Yes

    30-Nov-00 Yes No31-Dec-00 Yes Yes31-Jan-01 No Yes28-Feb-01 Yes Yes31-Mar-01 Yes No30-Apr-01 No Yes31-May-01 Yes Yes30-Jun-01 Yes Yes31-Jul-01 No No31-Aug-01 Yes Yes

    30-Sep-01 Yes Yes31-Oct-01 No Yes30-Nov-01 Yes No

  • 7/29/2019 Correlation-Operational Risk 02

    2/16

    31-Dec-01 No No31-Jan-02 Yes Yes28-Feb-02 No Yes

    31-Mar-02 Yes No30-Apr-02 No No31-May-02 No Yes

    30-Jun-02 Yes Yes31-Jul-02 Yes No31-Aug-02 Yes Yes30-Sep-02 No No31-Oct-02 Yes No30-Nov-02 No No31-Dec-02 Yes Yes31-Jan-03 Yes No

    28-Feb-03 Yes Yes31-Mar-03 Yes No30-Apr-03 Yes No31-May-03 Yes Yes

    30-Jun-03 Yes No31-Jul-03 No No31-Aug-03 No Yes30-Sep-03 No Yes31-Oct-03 Yes Yes30-Nov-03 No Yes

    31-Dec-03 Yes Yes31-Jan-04 No No29-Feb-04 Yes No31-Mar-04 No Yes30-Apr-04 No No

  • 7/29/2019 Correlation-Operational Risk 02

    3/16

    Probability Calculations

    probability.Prob(both fail) 0.27

    Prob(system_fail) 0.50

    Prob(Trans_error) 0.53

    Prob(Trans_error | system fail) 0.53

    Coded data

    Month Both fail System Failure

    31-May-99 0 030-Jun-99 0 031-Jul-99 0 031-Aug-99 0 030-Sep-99 0 031-Oct-99 0 130-Nov-99 0 031-Dec-99 0 0

    31-Jan-00 0 129-Feb-00 0 0

    31-Mar-00 1 130-Apr-00 0 131-May-00 1 130-Jun-00 0 031-Jul-00 0 031-Aug-00 0 030-Sep-00 0 031-Oct-00 0 0

    30-Nov-00 0 131-Dec-00 1 131-Jan-01 0 028-Feb-01 1 131-Mar-01 0 130-Apr-01 0 031-May-01 1 130-Jun-01 1 131-Jul-01 0 031-Aug-01 1 1

    30-Sep-01 1 131-Oct-01 0 030-Nov-01 0 1

  • 7/29/2019 Correlation-Operational Risk 02

    4/16

    31-Dec-01 0 031-Jan-02 1 128-Feb-02 0 0

    31-Mar-02 0 130-Apr-02 0 031-May-02 0 0

    30-Jun-02 1 131-Jul-02 0 131-Aug-02 1 130-Sep-02 0 031-Oct-02 0 130-Nov-02 0 031-Dec-02 1 131-Jan-03 0 1

    28-Feb-03 1 131-Mar-03 0 130-Apr-03 0 131-May-03 1 1

    30-Jun-03 0 131-Jul-03 0 031-Aug-03 0 030-Sep-03 0 031-Oct-03 1 130-Nov-03 0 0

    31-Dec-03 1 131-Jan-04 0 029-Feb-04 0 131-Mar-04 0 030-Apr-04 0 0

  • 7/29/2019 Correlation-Operational Risk 02

    5/16

    Serious Transaction Error

    01011001

    01

    10101001

    0111011101

    110

  • 7/29/2019 Correlation-Operational Risk 02

    6/16

    011

    001

    10100010

    1001

    001111

    10010

  • 7/29/2019 Correlation-Operational Risk 02

    7/16

    Notes

    This worksheet allows you to investigate what happens

    to the conditional probability and other probabilitiesof case study 1 for a new random sample.

    Press < F9 > to generate a new random sample.

    You should also investigate what happens if you

    change the values in cell J5 and K5.

    Original data

    Number of observations60

    Month System Failure Serious Transaction Error

    31-May-99 Yes Yes30-Jun-99 Yes No31-Jul-99 No No31-Aug-99 No No30-Sep-99 No Yes31-Oct-99 Yes No30-Nov-99 Yes Yes31-Dec-99 No Yes

    31-Jan-00 Yes Yes29-Feb-00 Yes No

    31-Mar-00 Yes No30-Apr-00 Yes No31-May-00 Yes Yes30-Jun-00 No No31-Jul-00 Yes Yes31-Aug-00 Yes No30-Sep-00 No Yes31-Oct-00 Yes No30-Nov-00 No No

    31-Dec-00 No No31-Jan-01 Yes Yes28-Feb-01 Yes No31-Mar-01 No Yes30-Apr-01 No Yes31-May-01 No No30-Jun-01 Yes No31-Jul-01 Yes Yes31-Aug-01 No No30-Sep-01 No No

    31-Oct-01 No No30-Nov-01 Yes No

  • 7/29/2019 Correlation-Operational Risk 02

    8/16

    31-Dec-01 No No31-Jan-02 No Yes28-Feb-02 Yes No

    31-Mar-02 No No30-Apr-02 Yes No31-May-02 Yes No

    30-Jun-02 Yes Yes31-Jul-02 No No31-Aug-02 No Yes30-Sep-02 Yes Yes31-Oct-02 Yes No30-Nov-02 Yes Yes31-Dec-02 Yes No31-Jan-03 Yes Yes

    28-Feb-03 No No31-Mar-03 No Yes30-Apr-03 Yes No31-May-03 No No

    30-Jun-03 No No31-Jul-03 No No31-Aug-03 No Yes30-Sep-03 No Yes31-Oct-03 No Yes30-Nov-03 No Yes

    31-Dec-03 No Yes31-Jan-04 Yes Yes29-Feb-04 Yes No31-Mar-04 No Yes30-Apr-04 No No

  • 7/29/2019 Correlation-Operational Risk 02

    9/16

    Probability CalculationsSystem Failure

    0.5

    Prob(both fail) 0.20

    Prob(system_fail) 0.48

    Prob(Trans_error) 0.43

    Prob(Trans_error | system fail) 0.41

    Coded data

    Month Both fail System Failure

    31-May-99 1 130-Jun-99 0 131-Jul-99 0 031-Aug-99 0 030-Sep-99 0 031-Oct-99 0 130-Nov-99 1 131-Dec-99 0 0

    31-Jan-00 1 129-Feb-00 0 1

    31-Mar-00 0 130-Apr-00 0 131-May-00 1 130-Jun-00 0 031-Jul-00 1 131-Aug-00 0 130-Sep-00 0 031-Oct-00 0 130-Nov-00 0 0

    31-Dec-00 0 031-Jan-01 1 128-Feb-01 0 131-Mar-01 0 030-Apr-01 0 031-May-01 0 030-Jun-01 0 131-Jul-01 1 131-Aug-01 0 030-Sep-01 0 0

    31-Oct-01 0 030-Nov-01 0 1

  • 7/29/2019 Correlation-Operational Risk 02

    10/16

    31-Dec-01 0 031-Jan-02 0 028-Feb-02 0 1

    31-Mar-02 0 030-Apr-02 0 131-May-02 0 1

    30-Jun-02 1 131-Jul-02 0 031-Aug-02 0 030-Sep-02 1 131-Oct-02 0 130-Nov-02 1 131-Dec-02 0 131-Jan-03 1 1

    28-Feb-03 0 031-Mar-03 0 030-Apr-03 0 131-May-03 0 0

    30-Jun-03 0 031-Jul-03 0 031-Aug-03 0 030-Sep-03 0 031-Oct-03 0 030-Nov-03 0 0

    31-Dec-03 0 031-Jan-04 1 129-Feb-04 0 131-Mar-04 0 030-Apr-04 0 0

  • 7/29/2019 Correlation-Operational Risk 02

    11/16

    Serious Transaction Error

    0.5

    Serious Transaction Error

    10001011

    10

    001010100

    0101100100

    00

  • 7/29/2019 Correlation-Operational Risk 02

    12/16

    010

    000

    10110101

    0100

    001111

    11010

  • 7/29/2019 Correlation-Operational Risk 02

    13/16

    NotesIn this worksheet you can investigate the difference between the pe

    of Mr Mondey and Excels percentile function. Change the value in

    the difference between Excel and Mr Mondeys percentile calculatio

    Press for re-calculation.

    Percentile 95%

  • 7/29/2019 Correlation-Operational Risk 02

    14/16

    38 $23,863 $039 $53,158 $040 $46,490 $0

    41 $51,641 $042 $36,182 $043 $0 $0

    44 $0 $045 $0 $046 $0 $047 $0 $048 $76,578 $049 $72,873 $050 $0 $051 $0 $0

    52 $0 $053 $0 $054 $0 $055 $0 $0

    56 $49,709 $057 $0 $058 $0 $059 $0 $060 $0 $061 $10,488 $0

    62 $0 $063 $0 $064 $0 $065 $0 $066 $34,194 $067 $0 $068 $0 $0

    69 $52,000 $1,06070 $0 $10,48871 $0 $11,98272 $11,982 $16,442

    73 $0 $20,99874 $1,060 $23,86375 $0 $34,19476 $74,339 $36,18277 $0 $41,40278 $0 $42,51279 $85,512 $43,71180 $0 $45,442

    81 $60,034 $46,49082 $0 $49,70983 $0 $51,64184 $42,512 $52,00085 $0 $53,15886 $0 $55,56787 $0 $60,03488 $20,998 $66,17889 $0 $72,873

  • 7/29/2019 Correlation-Operational Risk 02

    15/16

    90 $0 $74,33991 $41,402 $76,57892 $0 $85,512

    93 $95,153 $85,80394 $0 $87,36395 $88,875 $88,875

    96 $0 $89,02897 $0 $89,79798 $91,067 $91,06799 $89,797 $95,153100 $0 $97,916

  • 7/29/2019 Correlation-Operational Risk 02

    16/16

    centile calculation

    ell C9 to study

    .

    ss