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Sampling problems

  1. Sep 26, 2014 #1
    1. The problem statement, all variables and given/known data

    If X is distributed normally with mean = 7 and the variance of X is 4 , calculate a 95% interval for mean of X . size interval is 10

    2. Relevant equations



    3. The attempt at a solution

    here's my working :
    ( 4- 1.960 x (surd(4/10)) , 4+1.960 x (surd(4/10)) )

    my ans is incorrect . the correct ans is (6.24, 7.59)
    trGFvqC.png formula which i used

     
  2. jcsd
  3. Sep 26, 2014 #2

    haruspex

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    I assume you mean a confidence interval for the mean of a sample, sample size 10.
    How do you get 4-.... and 4+....? Think about that again.
    But I don't see how the given answer can be right either. It should be symmetric about the mean, no?
     
  4. Sep 26, 2014 #3

    Ray Vickson

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    Your problem statement is contradictory as you have written it, but it can be fixed: you want a 95% probability interval for the SAMPLE mean (not the mean, which was already given as 7 exactly). So, you want an interval ##[a,b]## with
    [tex] \Pr \left( \bar{X} \in [a,b] \right) = 0.95[/tex]
    In principle, the interval ##[a,b]## can have any location, but in practice it is almost always chosen to be symmetric about the mean true mean. Your formula does not reflect that. Do you see how you can modify it to satisfy the symmetry requirement?

    Note: maybe you are confusing your problem with one in which the true mean ##\mu## is unknown but must also be estimated from the data itself.
     
  5. Sep 26, 2014 #4
    ( 7- 1.960 x (surd(4/10)) , 7+1.960 x (surd(4/10)) )
     
  6. Sep 26, 2014 #5
    please allow me to post the whole question here....
    A government wants to study X , the time taken by an employee are chosen and the information obtained is summarised as sum of X= 70 , sum of X^2 = 522 ..
    (i) Find unbiased estimate for mean and variance X
    (2) If X is distributed normally and the variance of X is 4 . Calculate a 95% confidence interval for the mean of X .
    the attached photo is the whole question and my attempt of the solution....
     

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  7. Sep 27, 2014 #6

    Ray Vickson

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    Please do not post thumbnails; they are unreadable on some media. Anyway, why bother posting a thumbnail of the problem, as you seem to have written out the basics of the problem already? Now, just type out the solution.
     
  8. Sep 27, 2014 #7

    i dont know how to use LATEX.
    estimated mean = 70/10 = 7
    estimated variance = 1/(10-1) x ( 522 - (70x70)/10 ) = 32/9
    symmetrical interval = 7- 1.960 surd (4/10) , 7+ 1.960 surd (4/10)
     
  9. Sep 27, 2014 #8

    Ray Vickson

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    No need to use LaTeX; what you typed here is perfectly legible, although it is more usual to say sqrt(x) rather than surd(x).

    BTW: your answer is correct.
     
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