In: Statistics and Probability
2. Provide a test of the null hypothesis that the population correlation coefficient for X1-Y1 sample is zero against the alternative hypothesis that it is not zero. Set alpha=0.01. |
a. Test statisitc ==> |
b. Test critical value ==> |
c. Conclusion ==> |
3. Provide a test of the null hypothesis that the population correlation coefficients for the X2-Y2 and X3-Y3 samples are equal to one another versus the alternative hypothesis that the population correlation for the X3-Y3 sample is larger. Set alpha=0.1. |
a. Test statisitc ==> |
b. Test critical value ==> |
c. Conclusion ==> |
4. Provide a test of the null hypothesis that the population correlation coefficients are jointly equal across the three samples versus the alternative hypothesis that at least one of the three is different. Set alpha=0.05. |
a. Test statisitc ==> |
b. Test critical value ==> |
c. Conclusion ==> |
Data:
X1 | Y1 | X2 | Y2 | X3 | Y3 | ||
36.69231 | 35.8 | 41.27072 | 52.4 | 45.80357 | 43.1 | ||
35.53846 | 47.7 | 39.74026 | 42.9 | 45 | 47.4 | ||
34.95868 | 37.6 | 36.11842 | 44.3 | 43.35079 | 50.5 | ||
34.73684 | 33.3 | 36 | 32.2 | 41.36646 | 44.2 | ||
34.54976 | 40.8 | 35.78947 | 38.1 | 39.58115 | 39.8 | ||
34.41176 | 41.3 | 35.30172 | 37.9 | 39.31579 | 41.5 | ||
33.66412 | 24.4 | 35 | 45.8 | 39 | 46 | ||
33.42857 | 34 | 34.90909 | 43.3 | 38.91892 | 39.8 | ||
33.33333 | 34.5 | 34.86911 | 31 | 38.86364 | 41.8 | ||
32.98429 | 35.3 | 34.5 | 34.8 | 38.8125 | 48.5 | ||
32.9771 | 35.6 | 34.44444 | 38.3 | 38.62069 | 45.7 |
SOLUTION 2]
X Values
∑ = 377.275
Mean = 34.298
∑(X - Mx)2 = SSx = 13.536
Y Values
∑ = 400.3
Mean = 36.391
∑(Y - My)2 = SSy = 337.689
X and Y Combined
N = 11
∑(X - Mx)(Y - My) = 27.706
R Calculation
r = ∑((X - My)(Y - Mx)) / √((SSx)(SSy))
r = 27.706 / √((13.536)(337.689)) = 0.4098
a] TEST STATISTIC t = r*sqrt(n-2)/sqrt(1-r^2)
t= 0.4098*sqrt(11-2)/sqrt(1-0.167936)
t= 1.3478
b] Degrees of freedom= n-2=11-2=9
t critical= 3.2498
c] Since t calculated SMALLER THAN t critical therefore NOT SIGNIFICANT
DECISION: DO NOT REECT H0.
CONCLUSION: WE DO NOT HAVE SUFFICIENT EVIDENCE TO CONCLUDE THAT THE POPULATION CORRELATION COEFFICIENT IS NOT ZERO AT 0.01 LEVEL OF SIGNIFICANCE
NOTE: AS PER Q&A GUIDELINES I HAVE DONE THE FIRST QUESTION PLEASE RE POST THE REST. THANK YOU