In: Statistics and Probability
Consider a drug testing company that provides a test for marijuana usage. Among 326 tested subjects, results from 26 subjects were wrong (either a false positive or a false negative). Use a 0.10 significance level to test the claim that less than 10 percent of the test results are wrong.
Null hypothesis
H0: P=0.10
Alternative hypothesis
H1: P < 0.10
We have for given example,
Population proportion value is =0.1
x=26
n=326
Level of significance = 0.10
Estimate for sample proportion = 0.0798
Z test statistic formula for proportion
P-value=0.1115
.............................................by using Excel command
=NORMSDIST(-1.22) or by using Z table.
Decision:Do not reject H0.
Conclusion: We do not have sufficient evidence at 0.10 significance level to say that, less than 10 percent of the test results are wrong.