In: Statistics and Probability
Proctor & Gamble claims that at least half the bars of Ivory soap they produce are 99.44% pure (or more pure) as advertised. Unilever, one of Proctor & Gamble's competitors, wishes to put this claim to the test. They sample the purity of 145 bars of Ivory soap. They find that 62 of them meet the 99.44% purity advertised.
What is the P Value?
null Hypothesis: Ho: p | >=0.5 | ||
alternate Hypothesis: Ha: p | <0.5 | ||
for 0.05 level with left tailed test , critical z=-1.645 | |||
Decision rule : reject Ho if test statistic z < 1.645 | |||
sample success x = | 62 | ||
sample size n = | 145 | ||
std error se =√(p*(1-p)/n) = | 0.0415 | ||
sample proportion p̂ = x/n= | 0.4276 | ||
test stat z =(p̂-p)/√(p(1-p)/n)= | -1.74 | ||
p value = | 0.0409 (from excel)normsdist(-1.74) function) |
(please try 0.0406 if required unrounded z score for p value)