In: Statistics and Probability
Determine if there is sufficient evidence to conclude the average amount of births is over 5000 in the United States and territories at the 0.05 level of significance.
Summary Table for Live Births |
|
AVERAGE |
6,833 |
MEDIAN |
4,781 |
STANDARD DEVIATION |
8039.02237 |
MAX |
45,231 |
MIN |
537 |
Null and alternative hypotheses
Ho : = 5000 ; H1 : > 5000
Test statistic.
t = (xbar - )/(s/√n)
t = ( 6833- 5000)/(8039.022/√52)
t = 1.64
p-value for t = 1.64 and d.f = n -1 = 51 , right tailed test
p-value = P( t > 1.64) d.f = 51
p-value = 0.0536
Decision rule : if p-value < a we reject the null hypothesis otherwise we fail to reject the null hypothesis
Our p-value = 0.0536 > 0.05
Conclusion : Fail to reject the null hypothesis
There is no sufficient evidence to conclude that the average amount of births is over 5000 in the United States and territories at the 0.05 level of significance.