Free Solved Statistics Problems
A researcher at an accounting firm wants to out whether the current ratio for three industries is about the same. Random samples of eight firms in industry A, six firms in industry B, and six firms in industry C are available. The ratios are as follows:
Industry A: 1.38, 1.55, 1.90, 2.00, 1.22, 2.11, 1.98, 1.61
Industry B: 2.33, 2.50, 2.79, 3.01, 1.99, 2.45
Industry C: 1.06, 1.37, 1.09, 1.65, 1.44, 1.11
Conduct the test at_{} = 0.05, and state your conclusion.
Solution: We are comparing the population mean ratio for three different industries. Our hypotheses are. Let’s call_{},_{}, _{}, to those mean ratios, our hypotheses are
_{}
We use ANOVA (analysis of variance) to test this hypothesis. One of the assumptions for ANOVA is that the population variances are the same. We’ll use an Ftest to compare all thee pairs of variances, obtaining that
FTest TwoSample for Variances  
B 
C  
Mean 
2.511666667 
1.286667 
Variance 
0.126976667 
0.056747 
Observations 
6 
6 
df 
5 
5 
F 
2.237605733 

P(F<=f) onetail 
0.198705266 

F Critical onetail 
5.050338814 
All the pvalues are greater than 0.05, the level of significance, and therefore none of them is significant, which means that we can consider all the population variances to be equal. Now we can safely apply the ANOVA procedure. Using EXCEL we get
Here we observe that the pvalue is significant (because it’s less than 0.05) which means that we reject the null hypothesis, and we accept the alternative. Therefore, the current ratio for three industries cannot be considered the same, for the given level of significance.