Question

In: Math

Ch. 11, 2. Given two dependent random samples with the following results: Population 1 71 68...

Ch. 11, 2. Given two dependent random samples with the following results:

Population 1

71

68

50

84

76

76

80

79

Population 2

76

63

54

80

79

82

75

82

Can it be concluded, from this data, that there is a significant difference between the two population means?

Let d= (Population 1 entry)−(Population 2 entry)d=(Population 1 entry)−(Population 2 entry). Use a significance level of α=0.2 for the test. Assume that both populations are normally distributed.

Step 1 of 5: State the null and alternative hypotheses for the test.

Ho: μd(=,≠,<,>,≤,≥) 0

Ha:μd (=,≠,<,>,≤,≥) 0

Step 2 of 5: Find the value of the standard deviation of the paired differences. Round your answer to one decimal place.

Step 3 of 5: Compute the value of the test statistic. Round your answer to three decimal places.

Step 4 of 5: Determine the decision rule for rejecting the null hypothesis H0. Round the numerical portion of your answer to three decimal places.

Reject Ho if (t, I t I) (<,>) _____

Step 5 of 5:

Make the decision for the hypothesis testTop of Form

Reject Null Hypothesis Fail to Reject Null Hypothesis

Solutions

Expert Solution

Population 1 71 68 50 84 76 76 80 79
Population 2 76 63 54 80 79 82 75 82

The Hypotheses are

The Paired sample Test is computed in Excel by addons shown below:

t-Test: Paired Two Sample for Means
Population 1 Population 2
Mean 73 73.875
Variance 111.7142857 102.125
Observations 8 8
Pearson Correlation 0.897437244
Hypothesized Mean Difference 0
df 7
t Stat -0.52615222
P(T<=t) one-tail 0.307517568
t Critical one-tail 0.896029644
P(T<=t) two-tail 0.615035135
t Critical two-tail 1.414923928

Step 2:

the standard deviation of the paired differences Calculated as 4.7

Step3:

the value of the test statistic cumputed as 0.526

Step 4:

Rejection region:

Rejcet Ho if t:∣t∣>1.415

Step5:

decision for the hypothesis test

Since it is observed that |t| = 0.526 ≤tc​=1.415, it is then concluded that the null hypothesis is not rejected.


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