Question

In: Statistics and Probability

2. Provide a test of the null hypothesis that the population correlation coefficient for X1-Y1 sample...

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

Solutions

Expert Solution

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


Related Solutions

2. Provide a test of the null hypothesis that the population correlation coefficient for X1-Y1 sample...
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 ==> X1 and Y1 data are in the google doc https://drive.google.com/file/d/1luXDuc_jl2CStByttmhZi3gZkiuwNzuG/view?usp=sharing
1. Test the null hypothesis that the coefficient of x1 is zero versus the two-sided alternative....
1. Test the null hypothesis that the coefficient of x1 is zero versus the two-sided alternative. What is t? (report to 2 decimal places) n = 43 y = 1.6 + 6.4x1 + 5.7x2 SEb1 = 2.9 Can we reject the null hypothesis? 2. Test the null hypothesis that the coefficient of x1 is zero versus the two-sided alternative. What is t? (report to 2 decimal places) n = 25 y = 1.6 + 6.4x1 + 5.7x2 SEb1 = 3.3...
Test the null hypothesis that the coefficient of x1 is zero versus the two-sided alternative. What...
Test the null hypothesis that the coefficient of x1 is zero versus the two-sided alternative. What is t? (report to 2 decimal places) n = 104 y = 1.6 + 4.8x1 + 3.2x2 + 5.2x3 SEb1 = 1.8
Can a correlation coefficient be statistically significant? If so, what would be the null hypothesis be?...
Can a correlation coefficient be statistically significant? If so, what would be the null hypothesis be? Please provide good, clear detail as if you were trying to explain the information in detail but enough for a 12 year old to understand
In a two-tailed test for correlation at α = .05, a sample correlation coefficient r =...
In a two-tailed test for correlation at α = .05, a sample correlation coefficient r = 0.42 with n = 25 is significantly different than zero. True or False
Homework Chapter 10: Compute the correlation coefficient State the hypothesis test the hypothesis at a=0.05. Use...
Homework Chapter 10: Compute the correlation coefficient State the hypothesis test the hypothesis at a=0.05. Use Table 1 Determine the regression line equation if r is significant Summarize the results Gestation x 105 285 151 238 112 Longevity y 5 15 8 41 10
1) What is a hypothesis, a hypothesis test, a null hypothesis and an alternative hypothesis? 2)...
1) What is a hypothesis, a hypothesis test, a null hypothesis and an alternative hypothesis? 2) What is a P-value, critical value and a test statistic? Provide an example of each and describe how they are used to test claims. 3) When conducting a hypothesis test, what is the difference between the P-value method and the critical-value method? 4) List and explain all the steps for performing a hypothesis test. Directions: write the finding of these questions in a short...
A random sample of size n is to be used to test the null hypothesis that...
A random sample of size n is to be used to test the null hypothesis that the parameter θ of an exponential population equals θ0 against the alternative that is does not equal θ0. (a) Find an expression for the likelihood ratio statistic. (b) Use the result in part (a) to show that the critical region of the likelihood ratio can be written as ye¯ −y/θ ¯ 0 ≤ K? .
A. Find the power of the test, when the Null Hypothesis assumes a population mean of...
A. Find the power of the test, when the Null Hypothesis assumes a population mean of Mu = 450, with a population standard deviation of 156, the sample size is 5 and the true mean is 638.47 with confidence intervals of 95 B. Find the power of the test, when the Null Hypothesis assumes a population mean of Mu = 644, with a population standard deviation of 174, the sample size is 3 and the true mean is 744.04 with...
A. Find the power of the test, when the Null Hypothesis assumes a population mean of...
A. Find the power of the test, when the Null Hypothesis assumes a population mean of Mu = 450, with a population standard deviation of 156, the sample size is 5 and the true mean is 638.47 with confidence intervals of 95 B. Find the power of the test, when the Null Hypothesis assumes a population mean of Mu = 644, with a population standard deviation of 174, the sample size is 3 and the true mean is 744.04 with...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT