In: Statistics and Probability
A telephone company claims that 20% of its customers have a landline telephone. The company selects a random sample of 500 customers and finds that 88 have a landline. At a .05 level of significance, is the company’s claim valid. Use the P-value approach. Clearly state the null and alternative hypothesis, locate the claim and state the decision.
Solution :
This is the two tailed test .
The null and alternative hypothesis is
H0 : p =0.20
Ha : p 0.20
n = 500
x = 88
= x / n = 88 / 500 = 0.18
P0 = 0.20
1 - P0 = 1 - 0.20 = 0.80
Test statistic = z
= - P0 / [P0 * (1 - P0 ) / n]
= 0.18 - 0.20 / [(0.20*0.80) / 500]
= -1.12
Test statistic = z = -1.12
P-value = 2 * 0.1314 =0.2628
= 0.05
P-value >
0.2628 > 0.05
Fail to reject the null hypothesis .
There is insufficient evidence to suggest that