Question: This exercise is extremely tedious and hardly ever works out the way it ought to, mostly because not many people have the patience to draw
This exercise is extremely tedious and hardly ever
works out the way it ought to, mostly because not
many people have the patience to draw an infinite
number of even very small samples. However,
if you want a more concrete and tangible understanding
of sampling distributions and the two
theorems presented in this chapter, then this exercise
may have a significant payoff. At the end of
this problem are listed the ages of a population of
college students (N 50). By a random method
(such as a table of random numbers), draw at least
50 samples of size 2 (that is, 50 pairs of cases), compute
a mean for each sample, and plot the means
on a frequency polygon. (Incidentally, this exercise
will work better if you draw 100 or 200
samples and/or use larger samples than N 2.)
a. The curve youve just produced is a sampling
distribution. Observe its shape; after 50
samples, it should be approaching normality.
What is your estimate of the population mean
(m) based on the shape of the curve?
17 20 20 19 20 18 21 19 20 19 19 22 19 23 19 20 23 18 20 20 22 19 19 20 20 23 17 18 21 20 20 18 20 19 20 22 17 21 21 21 21 20 20 20 22 18 21 20 22 21
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