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  • Vendor : Databricks
  • Certifications : Databricks Certification
  • Exam Name : Databricks Certified Professional Data Engineer Exam
  • Exam Code : Databricks-Certified-Professional-Data-Engineer
  • Total Questions : 376 Q&As
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    NEW QUESTION: 1
    Calculate the 1-year 99% credit VaR of a portfolio of two bonds, each with a value of $1m, and the probability of default of 1% each over the next year. Assume the recovery rate to be zero, and the defaults of the two bonds to be uncorrelated to each other.
    A. 0
    B. 1
    C. 2
    D. 3
    Answer: B
    Explanation:
    Explanation
    This question requires the calculation of the credit VaR of the bonds - note that in the real exam the question may not refer to 'credit' VaR, but that can be inferred from the context, ie because the probability of default is provided, it can only be asking for the credit VaR. (Note the difference from the market risk VaR which is driven by interest rate changes affecting the value of the bonds - there are other questions addressing that calculation).
    Credit VaR = Expected Value - Worst case portfolio value at the selected percentile (ie the confidence level) Thus if we know the distribution of the portfolio value in the future, we can find out the value at the required percentile (in this case 99%), and the VaR will be the difference between this value and the expected value of the portfolio.
    An important piece of information provided is that the defaults are independent, ie they are not correlated. This means joint probabilities of default or survival can be easily found by multiplying the relevant probabilities.
    The following outcomes are possible:
    1. Both bonds default: Probability = 1% * 1% = 0.01%. Portfolio value = $0 (because both bonds have defaulted & there is zero recovery)
    2. One bond defaults and the other survives: Probability = 2 * 1% * 99% = 1.98%. Portfolio value = $1m (because one bond survives with a value of $1m and the defaulted bond has a value of $0). (Note that because there are two ways in which this can happen, ie bond 1 defaults, bond 2 survives; and bond 1 survives, bond 2 defaults, we need to multiply the probability by 2).
    3. Both bonds survive: Probability = 99% * 99% = 98.01%. Portfolio value = $2m.
    Expected value is therefore $1.98m (which is equal to 2 * $1m * (1 - 1%), or alternatively can also be obtained by multiplying the probabilities in the above three outcomes with the value associated with each).
    The future distribution of the value of the portfolio can be constructed from the three outcomes outlined above:
    a. Upto the 98.01th percentile the value of the portfolio is $2m, and the VaR is zero (being greater than the expected value, so there is nothing to lose) b. From the 98.01th percentile to the 99.99th percentile (98.01+ the next 1.98%), the value of the portfolio is
    $1m. VaR in this range is $0.98m (=$1.98m - $1m)
    c. From the 99.99th to the 100th percentile the value of the portfolio is $0, and the VaR is $1.98m.
    Since the question is asking for VaR at the 99% confidence level, it lies in the range in 'b' above, and therefore the VaR is $0.98m.
    Therefore Choice 'c' is the correct answer and the rest are incorrect.

    NEW QUESTION: 2
    Which of the following can be used as a covert channel?
    A. Storage and low bits.
    B. Storage and permissions.
    C. Storage and classification.
    D. Storage and timing.
    Answer: D
    Explanation:
    Those are the proper elements, you can use these two to achieve a covert channel.
    Low bits is not a term related to covert channels. Permissions are related to authentication, they
    do not achieve what the question wants. Also, classification is could not selected as a correct
    choice.
    Check your official CISSP documentation to see what can be used as a covert channel.
    "An active variation on eavesdropping is called Covert Channel eavesdropping, which consists of
    using a hidden unauthorized network connection to communicate unauthorized information. A
    Covert Storage Channel operates by writing information to storage by one process and then
    reading by using another process from a different security level. A Covert Timing Channel signals information to another process by modulating its own resource use to affect the response time of another." Pg. 101 Krutz: The CISSP Prep Guide: Gold Edition

    NEW QUESTION: 3
    View the Exhibit for the object interdependency diagram.
    The PRODUCTS table is used to create the PRODCAT_VW view.
    PRODCAT_VW is used in the GET_DATA procedure.
    GET_DATA is called in the CHECK_DATA function.
    A new column PROD_QTY is added to the PRODUCTS table.
    How does this impact the status of the dependent objects?

    A. Only the view becomes invalid and gets automatically revalidated the next time it is used.
    B. All dependent objects remain valid.
    C. Only the procedure and function become invalid and get automatically revalidated the next time they are called.
    D. Only the procedure and function become invalid and must be recompiled.
    Answer: B


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