In: Statistics and Probability
Suppose that we are to conduct the following hypothesis test:
H0:μ=1010
H1:μ>1010
Suppose that you also know that σ=250, n=95, x¯=1067.5, and take α=0.01. Draw the sampling distribution, and use it to determine each of the following:
A. The value of the standardized test statistic:
Note: For the next part, your answer should use interval notation. An answer of the form (−∞,a) is expressed (-infty, a), an answer of the form (b,∞) is expressed (b, infty), and an answer of the form (−∞,a)∪(b,∞) is expressed (-infty, a)U(b, infty).
B. The rejection region for the standardized test statistic:
C. The p-value is
D. Your decision for the hypothesis test:
A. Do Not Reject H1.
B. Reject H1.
C. Reject H0.
D. Do Not Reject H0.
a)
population std dev , σ =
250.0000
Sample Size , n = 95
Sample Mean, x̅ = 1067.5000
' ' '
Standard Error , SE = σ/√n = 250.0000 / √
95 = 25.6495
Z-test statistic= (x̅ - µ )/SE = ( 1067.500
- 1010 ) / 25.6495
= 2.242
b)
critical z value, z* =
2.3263
rejection region: (2.3263, inf)
c)
p-Value = 0.0125 [ Excel
formula =NORMSDIST(-z) ]
d)
D. Do Not Reject H0.