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Thread: Probability of developing a lung cancer disease

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    Exclamation Probability of developing a lung cancer disease




    I need to solve this problem:

    A cohort study is done to assess the impact of smoking on lung cancer. In this study, a large representative sample of first year university students are followed for 40 years. For each student, the smoking status is recorded as well as the lung cancer status at the end of the follow-up period. In the cohort, 20% of students smoked and among those, 50% developed lung cancer. Among the remaining students, 6.25% developed lung cancer.
    a) Compute the probability of developing a lung cancer.
    b) Is developing lung cancer independent of smoking? Why?
    c) Using Bayes' rule, compute the conditional probability of smoking given the development of a lung cancer.

    I have no idea where to start... Could anybody help me?
    Thankyou!!

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    Re: Probability of developing a lung cancer disease

    No idea? I bet you have a little idea or inkling. How about drafting a contingency table!
    Stop cowardice, ban guns!

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    Re: Probability of developing a lung cancer disease

    You mean something like this?

    Developed lung cancer
    Smoked Yes (20%) 50%
    No (80%) 6.25%

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    Re: Probability of developing a lung cancer disease

    Well close, but you may want to break out all of the values so you have values for the a,b,c and d cells.


    http://www.kean.edu/~fosborne/bstat/10cda.html


    What class is this for?
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    Re: Probability of developing a lung cancer disease

    It is for Introduction to Statistical Modelling I. Could you please just set up the contingency table for me... My teacher never talked about that in class

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    Re: Probability of developing a lung cancer disease


    What textbook are you using?
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