In: Statistics and Probability
Suppose a simple random sample of size n=200 is obtained from a population whose size is Upper N= 20,000 and whose population proportion with a specified characteristic is
p equals 0.6 .p=0.6. Complete parts (a) through (c) below.
(a) Determine the standard deviation
(b) What is the probability of obtaining x=124 or more individuals with the characteristic? That is, what is
P(p≥0.62)?
(c) What is the probability of obtaining x=106 or fewer individuals with the characteristic? That is, what is
P(p ≤0.53)?
Solution
Given that,
p = 0.60
1 - p = 1 - 0.60 = 0.40
n = 200
a) = p = 0.60
= [p( 1 - p ) / n] = [(0.60* 0.40) / 200 ] = 0.0346
b) P( ≥ 0.62 ) = 1 - P( ≤ 0.62 )
= 1 - P(( - ) / ≤ ( 0.62 - 0.60) / 0.0346)
= 1 - P(z ≤ 0.58 )
Using z table
= 1 - 0.7190
= 0.2810
c) P( ≤ 0.53 )
= P[( - ) / ≤ ( 0.53 - 0.60 ) / 0.0346 ]
= P(z ≤ -2.02 )
Using z table
= 0.0217