In: Statistics and Probability
Assuming Case 1 (equal population standard deviations), calculate the test statistic for the hypothesis test. Examine the difference in the mean age of houses (two-tailed test):
Peaceful Pines
40, 47, 42, 44, 40, 43
Whispering Willows
49, 45, 35, 37, 51, 39
I tried computing this via data analysis on excel, but my result was 0. The two means are the same, and therefore I am not sure what that means? Also can you show me what you input on Excel data analysis once you compute t-test equal variances? (what is the hypothesized difference).
Solution:
Null hypothesis:
Ho:
Alternative Hypothesis:
Ha;
Install analysis toolpak in excel
Go to
Then
output is
t-Test: Two-Sample Assuming Equal Variances | |||
Peaceful Pines | Whispering Willows | ||
Mean | 42.66666667 | 42.66667 | |
Variance | 7.066666667 | 43.86667 | |
Observations | 6 | 6 | |
Pooled Variance | 25.46666667 | ||
Hypothesized Mean Difference | 0 | ||
df | 10 | ||
t Stat | 0 | ||
P(T<=t) one-tail | 0.5 | ||
t Critical one-tail | 1.812461123 | ||
P(T<=t) two-tail | 1 | ||
t Critical two-tail | 2.228138852 |
t statistic ,t=0
p=1
p>0.05
Fail to reject null hypothesis
Accept null hypothesis
Conclusion:
There is no sufficient statistical evidence at 5% level of significance to conclude that there is a difference in the mean age of houses Peaceful Pines and Whispering Willows
meaning mean age of houses Peaceful Pines and Whispering Willows are same.