In: Statistics and Probability
The time needed for college students to complete a certain paper-and-pencil maze follows a normal distribution with a mean of 30 seconds and a standard deviation of 2 seconds. You wish to see if the mean time μ is changed by vigorous exercise, so you have a group of 20 college students exercise vigorously for 30 minutes and then complete the maze. It takes them an average of x¯=27.2 seconds to complete the maze. Use this information to test the hypotheses H0:μ=30 Ha:μ≠30 Conduct a test using a significance level of α=0.01. (a) The test statistic (b) The positive critical value, z =
Solution:
a ) Given that,
= 30
= 27.2
= 2
n = 20
The test stastic z is,
z = ( - ) / ( / n)
z =( 27.2 - 30 ) / ( 2 / 20 1
z = ( - 2.8 * 20 / 2 )
z = (- 2.8*20 ) / 2
z = - 6.26
Test statistic = -6.26
b ) This is the two tailed test .
= 0.01
/ 2 = 0.01 / 2 = 0.005
Z/2 = Z0.005 = 2.576
The positive critical value, z = 2.58