. Approximately 13% of the general population is left-handed. A researcher has r
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Question
. Approximately 13% of the general population is left-handed. A researcher has recently come into contact with a number of left-handed artists and wonders whether artists are more likely to be left-handed than the general population. She selects a random sample of 150 members of the American Guild of Artists and asks each (among other questions) whether or not he or she is left-handed.
(a) State the null and the alternative hypothesis in this case. Be sure to define p (in words, please).
(b) Verify that the sample size condition is met in this case.
(c) Of the 150 artists in the sample, 22 are left-handed. Compute the sample proportion that is left-handed.
(d) Compute the p-value associated with this sample result.
(e) Do these data provide strong evidence that artists are more likely than the general public to be left-handed? Explain.
Explanation / Answer
null hypothesis: p=0.13
alternate hypothesis: p>0.13
b) as np>10 and n(1-p)>10 hence condition is met
c)phat =22/150 =0.1467
d)also std error =(p(1-p)/n)1/2 =0.027
hence test stat z=(phat-p)/std errror =0.607
for above p value=0.2719
e) as p value is higher then 0.05 level there is not sufficient evidence that artists are more likely than the general public to be left-handed
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