CCA has stated in 2017 that 20.3 % of its students are first
generation college students.
Suppose you sample 5 CCA students and ask if they are first
generation college students or not, counting the number of first
generation students.
a. Create a binomial probability distribution (table) for this
situation.
(Report answers accurate to 4 decimal places.)
k | P(X = k) |
---|---|
0 | |
1 | |
2 | |
3 | |
4 | |
5 |
b. Give the mean of the binomial distribution. $
c. Give the standard deviation of this binomial distribution.
d. Compute the z-score for the outcome x=1x=1 students are first
generation.
CCA has stated in 2017 that 20.3 % of its students are first
generation college students.
You sample 5 CCA students and ask if they are first generation
college students or not, counting the number of first generation
students.
let X be the number of students who are first generation college
students.
a) Then X ~ Bin(n, p)
where n=5, p=probability of success (success : being a first generation college student) = 0.203
using this we can calculate the table.
X | P[X=x] |
0 | 0.3216 |
1 | 0.4095 |
2 | 0.2086 |
3 | 0.0531 |
4 | 0.0068 |
5 | 0.0003 |
b) mean of the binomial distribution = n*p= 5*0.203= 1.015
c) variance of this binomial distribution = n*p*(1-p) = 5*0.203*0.797= 0.809
standard deviation =
d)
so,
for X=1, z-score is :
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