In: Statistics and Probability
One out of four American adults has eaten Pizza for breakfast. If a sample of 20 adults is selected.
a) The number of people eating pizza for breakfast is modelled here as a binomial distribution given as:
b) The probability that none of them ate pizza for breakfast is
computed here as:
P(X = 0) = (1 - 0.25)20 = 0.0032
therefore 0.0032 is the required probability here.
c) The probability that less than 5 have eaten pizza for
breakfast is computed here as:
P(X < 5)
This is computed in EXCEL as:
=binom.dist(4,20,0.25,TRUE)
The output here is 0.4148
Therefore 0.4148 is the required probability here.
d) The probability that number of people who have eaten pizza is
between 5-10 is computed here as:
P( 5 <= X <= 10)
= P(X <= 10) - P(X <= 4)
This is computed in EXCEL here as:
=binom.dist(10,20,0.25,TRUE)-binom.dist(4,20,0.25,TRUE)
0.5812 is the output here.
Therefore 0.5812 is the required probability here.
e) The probability that more than 9 have eaten pizza is computed
here as:
P(X > 9) = 1 - P( X <= 9)
This is computed in EXCEL as:
=1-binom.dist(9,20,0.25,TRUE)
0.0139 is the output here.
Therefore 0.0139 is the required probability here.
f) The mean of the sample is computed as:
Mean = np = 20*0.25 = 5
therefore 5 is the required mean here.
g) The standard deviation here is computed as: