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Statistics question Continous Random Variables

  1. Oct 7, 2011 #1
    1. The problem statement, all variables and given/known data

    1) Let X have the p.d.f f(x) = 3(1-x)2, 0≤x<1. Compute:

    a) P(0.1 < X < 0.5)

    etc...


    2) Find the mean and variance, and determine the 90th percentile , of each of the distributions given by the following densities:

    a) f(x) 2x, 0≤0<0
    etc..

    3) Find the 50th percentile ( median ), the 25th percentile ( first quartile ), the 75th percentile ( third quartile ), and the 90th percentile ( also called the ninth decile ) for the following densities:

    a)4x3 , 0≤x<1
    etc..

    Consider the uniform ( rectangular ) distribution on the space [a,b), where a<b, with p.d.f

    f(x) 1/b-a' a≤x<b


    a) Obtain the cumulative distribution function F(x). Determine the median and the first and third quartiles, and calculate the mean and variance.



    I really just need to know which formulas I use here. The book has several pages deriving formulas, I can't see the wood for the trees. :frown:
     
  2. jcsd
  3. Oct 7, 2011 #2
    You shouldn't need too many formulas, especially not for the first question. What is the definition of a pdf? What are the definitions of mean, variance, quartiles, and cdf? Show us some of your work so we can help.
     
  4. Oct 8, 2011 #3
    What you mean? I don't know how to start/do it. Those are all different problems. And I don't know how to calculate the mean and variance for one number ( one you plug in the number for the x ). That must be the mean, then. And you mean the formula for p.d.f and c.d.f ?

    2) a..is supposed to be f(x) = 2x, 0 ≤ x < 1.
     
    Last edited: Oct 8, 2011
  5. Oct 8, 2011 #4
    Just do a Cuil or Google search for mean, variance of a continuous random variable to
    find out the formulas, and get back to us.
     
  6. Oct 8, 2011 #5
    Let's just worry about the first problem to begin. You really need the definition of a pdf to do this problem. How do you express [itex] \mathbf{P}\{X \in A\}[/itex] for a set A in terms of the pdf?

    Write out the definitions mentioned above and then try to use them to solve the problems. We can't help you further until you show some work.
     
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