In: Statistics and Probability
Symposium is part of a larger work referred to as Plato's Dialogues. Wishart and Leach† found that about 21.4% of five-syllable sequences in Symposium are of the type in which four are short and one is long. Suppose an antiquities store in Athens has a very old manuscript that the owner claims is part of Plato's Dialogues. A random sample of 485 five-syllable sequences from this manuscript showed that 129 were of the type four short and one long. Do the data indicate that the population proportion of this type of five-syllable sequence is higher than that found in Plato's Symposium? Use α = 0.01.
What is the value of the sample test statistic? (Round your
answer to two decimal places.)
(c) Find the P-value of the test statistic. (Round your
answer to four decimal places.)
Solution :
Given that,
= 0.214
1 - = 0.786
n = 485
x = 129
Level of significance = = 0.01
Point estimate = sample proportion = = x / n = 0.266
This a right (One) tailed test.
Ho: p = 0.214
Ha: p 0.214
Test statistics
z = ( - ) / *(1-) / n
= ( 0.266 - 0.214) / (0.214*0.786) / 485
= 2.79
P-value = P(Z>z)
= 1 - P(Z <z )
= 1- P(Z < 2.79)
= 1 - 0.9974
= 0.0026
The p-value is p = 0.0026, and since p = 0.0026 < 0.01, it is concluded that the null hypothesis is rejected.