In: Statistics and Probability
Hypothesis Tests with Z-statistics
Students in a physics class have an average of 73 on exams with a standard deviation of 12. The teacher is testing a whether having open book exams will help her students get better scores. After 6 open book exams, her class has an average of 76.5 on the exams.
a. Who are the groups being compared/tested?
b. What are the null and research hypotheses?
c. what are the numbers needed for the z statistic?
d. What is the z statistic?
e. For a two tailed test at .05 significance, the critical area is
+/- 1.96. What decision do we make?
Solution :
= 73
=76.5
=12
n = 6
a)This is the two tailed test .
b)The null and alternative hypothesis is ,
H0 : = 73
Ha : 73
c)Test statistic = z
= ( - ) / / n
= (76.5 -73) / 12 / 6
d) z= 0.714
P(z >0.714 ) = 1 - P(z < 0.714) = 0.4752
P-value =0.4752
= 0.05
the critical value for a two-tailed test is zc=1.96.
z=0.714 ≤ zc=1.96
0.4752< 0.05
Do not reject the null hypothesis .
There is insufficient evidence to suggest that