For her final project, Stacy plans on surveying a random sample of 40 students on whether they plan to go to Florida for Spring Break. From past years, she guesses that about 15% of the class goes. Is it reasonable for her to use a Normal model for the sampling distribution of the sample proportion? Why or why not?
Select all that apply.
A. No, because the date doesn't meet the Quantitative Data Condition.
B. No, because the data doesn't meet the Randomization Condition.
C. Yes, because the data meets all the necessary conditions.
D. No, because the date doesn't meet the Nearly Normal Condition.
E. No, because the data doesn't meet the Success/Failure Condition.
F. No, because the data doesn't meet the 10% Condition.
No, because the data doesn't meet the Success/Failure Condition. (E)
[ explanation:-
given data are:-
sample size (n) = 40
p = 15% = 0.15
q = (1-p ) = (1-0.15) = 0.85
the conditions needed are:-
i).10% condition:-
the sample size ,.i.e, 40 is obviously less than 10% of the number of students in that college.so, this condition is SATISFIED.
ii).independence :-
it is a simple random sample, so, the independence condition is also satisfied.
iii).np 10 and nq10 condition:-
np = (40*0.15) = 6 <10
nq= (40*0.85) = 34 >10
here, np, i.e, the number of success is 6, which is less than 10..which should be greater than or equals 10..hence this condition is VIOLATED]
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