In: Statistics and Probability
A 0.1 significance level is used for a hypothesis test of the claim that when parents use a particular method of gender selection, the proportion of baby girls is greater than 0.5. Assume that sample data consists of 66 girls in 121 births, so the sample statistic of 6/11 results in a z score that is 1 standard deviation above 0. Complete parts (a) through (h) below.
a. Identify the null hypothesis and the alternative hypothesis.
b.what is the value of a?
c. What is the sampling distribution of the sample statistic?
-X2
- Student (t) distribution
- Normal Distribution
d. Is the test two-tailed, left-tailed, or right tailed?
e. what is the value of the test statistic?
f. what is the P-value?
g. what are the critical Value(s)?
h. What is the area of the critical region?
Given that, n = 121 and x = 66
=> sample proportion = 66/121 = 0.5455
a) The null and alternative hypotheses are,
H0 : p = 0.5
Ha : p > 0.5
b) level of significance = 0.1
c) The sampling distribution of the sample proportion is approximately normal distribution.
d) This is right-tailed test.
e) Test statistic is,
=> Test statistic = 1.00
f) p-value = P(Z > 1.00) = 1 - P(Z < 1.00) = 1 - 0.8413 = 0.1587
=> p-value = 0.1587
g) critical value at significance level of 0.1 is, Zcrit = 1.28
=> critical value = 1.28
h) Critical Region : Reject H0, Z > 1.28
Since, p-value > 0.10, we fail to reject the null hypothesis.