In: Statistics and Probability
While being interviewed about the status of education,
a politician states that at least
20% of all new teachers leave the profession within the first three
years. If 216
teachers hired three years ago are selected
While being interviewed about the status of education,
a politician states that at least
20% of all new teachers leave the profession within the first three
years. If 216
teachers hired three years ago are selected at random, find the
probability that 33 or
fewer teachers were no longer teaching.
Solution:
Given that,
p = 20% = 0.20
1 - p = 1 - 0.20 = 0.80
n = 216
Here, BIN (216 , 0.20)
then,
n*p = 216 * 0.20 = 43.2
n(1- p) = 216 * 0.80 = 172.8
Since both are greater than 5 , we can use normal approximation to binomial.
According to normal approximation binomial,
X Normal
Mean = = n*p = 43.2
Standard deviation = =n*p*(1-p) = 34.56 = 5.87877538268
Now ,
P(33 or
fewer teachers were no longer teaching.)
= P(X 33)
= P[(X - )/ (33 - )/]
= P[Z (33 - 43.2)/5.87877538268]
= P[Z -1.735]
= 0.0414 ... ( use z table)
Required probability = 0.0414