In: Statistics and Probability
The television show Law & Disorder has been
successful for many years. That show recently had a share of 23,
meaning that among the TV sets in use, 23% were tuned to Law
& Disorder. Assume that an advertiser wants to verify that
23% share value by conducting its own survey, and a pilot survey
begins with 13 households have TV sets in use at the time of a
Law & Disorder broadcast.
Find the probability that none of the households are tuned to
Law & Disorder.
P(none) =
Find the probability that at least one household is tuned to
Law & Disorder.
P(at least one) =
Find the probability that at most one household is tuned to Law
& Disorder.
P(at most one) =
If at most one household is tuned to Law & Disorder,
does it appear that the 23% share value is wrong? (Hint: Is the
occurrence of at most one household tuned to Law &
Disorderunusual?)
Solution:
We are given that: The television show Law & Disorder has been successful for many years and among the TV sets in use, 23% were tuned to Law & Disorder
That is: p = 0.23
Sample size = n = 13
X= number of households are tuned to Law & Disorder follows Binomial distribution with n = 13 and p= 0.23
Part a) Find the probability that none of the households are tuned to Law & Disorder.
That is: P( None ) = P(X = 0) =.......?
Using Binomial probability formula:
where
and q = 1 - p = 1 - 0.23 = 0.77
Thus
Part b) Find the probability that at least one household is tuned to Law & Disorder.
From part a) P(X = 0) = 0.03345
Part c) Find the probability that at most one household is tuned to Law & Disorder.
From part a) P(X = 0) =0.03345
Now find P( X = 1)
Thus
Part d) If at most one household is tuned to Law & Disorder, does it appear that the 23% share value is wrong?
Since , is greater than 0.05, hence 23% share value is NOT wrong. Thus correct answer is:
No, it is not wrong.