April 2011 question 7 -b (ii) and (iii)

Discussion in 'CT3' started by SURESH SHARMA, Nov 22, 2015.

  1. SURESH SHARMA

    SURESH SHARMA Member

    An Insurance company distinguishes between 3 types of fraudulent claims:

    Type 1: Legitimate claims hat are slightly exaggerated
    Type:2 Legitimate claim that are strongly exaggerated
    Type 3 :false claims

    Every fraudulent claim is characterised as exactly one of the three types. Assume that
    the probability of a newly submitted claim being a fraudulent claim of type 1 is 0.1.
    For type 2 this probability is 0.02, and for type 3 it is 0.003.
    The insurer uses a statistical software package to identify suspicious claims.

    If a claim is fraudulent of type 1, it is identified as suspicious by the software with probability 0.5. For a type 2 claim this probability is 0.7, and for type 3 it is 0.9. Of all newly submitted claims, 20% are identified by the software as suspicious.

    (ii) Calculate the probability that a claim that has been identified by the software as suspicious is:

    (a) a fraudulent claim of type 1,
    (b) a fraudulent claim of any type.

    (iii) Calculate the probability that a claim which has NOT been identified as suspicious by the software is infact fraudulent ?

    please provide solution other than mention in exam papers
     
  2. John Lee

    John Lee ActEd Tutor Staff Member

    Can you show me the working that you have done on this question and then I can help you.
     
  3. SURESH SHARMA

    SURESH SHARMA Member


    dear sir

    let event A1, A2, and A3 denotes event of Type-1 , Type2, Type -3
    and P(A1)=.1, P(A2)=.2 and P(A3)=.003
    And P(S/A1)= .5 , P(S/A2)= .7 ,P(S/A3)= .9,

    therefore for question number 7 (ii) of a

    we have P(A1/S)={ P(S/A1)*P(A1)}/p(S)
    ={.5*.1}/.2=.25

    for part (b) I am unable to structure the data , I know that we have to use "or" between P(A1/S)or P(A2/S) or P(A3/S)

    after this I am confused ???
     
  4. SURESH SHARMA

    SURESH SHARMA Member

     
  5. John Lee

    John Lee ActEd Tutor Staff Member

    This is correct.

    Yes - if you calculate P(A2|S) and P(A3|S) then the required probability is:

    P(A1|S) + P(A2|S) + P(A3|S)

    As they are mutually exclusive events so we add the "or" probabilities.
     
  6. SURESH SHARMA

    SURESH SHARMA Member



    Dear Sir - Part -III- not clear to me ?? please clarify

    Question (iii) is some what tricky not understood?
     

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