Question

In: Statistics and Probability

Asian economies impact some of the world's largest populations. The growth of an economy has a...

Asian economies impact some of the world's largest populations. The growth of an economy has a big influence on the everyday lives of ordinary people. Are Asian economies changing? A random sample of 15 Asian economies gave the following information about annual percentage growth rate. (Reference: Handbook of International Economic Statistics, U.S. Government Documents.)

Region 1 2 3 4 5 6 7 8
Modern Growth Rate % 4.7 2.2 7.4 2.6 0.1 5.5 2.2 4.9
Historic Growth Rate 3.4 1.5 7.4 5.8 3.2 6.9 3.3 8.8
Region 9 10 11 12 13 14 15
Modern Growth Rate % 4.2 5.5 6.5 3.7 3.4 0.2 7.6
Historic Growth Rate 6.8 7.4 6.7 1.4 1.5 2.7 5.8

Does this information indicate a change (either way) in the growth rate of Asian economies? Use a 5% level of significance.

Compute the sample test statistic. (Round your answer to two decimal places.)

Find the P-value of the sample test statistic. (Round your answer to four decimal places.)

Borrowing money may be necessary for business expansion. However, too much borrowed money can also mean trouble. Are developing countries tending to borrow more? A random sample of 20 developing countries gave the following information regarding foreign debt per capita (in U.S. dollars, inflation adjusted). (Reference: Handbook of International Economic Statistics, U.S. Government Documents.)

Country 1 2 3 4 5 6 7 8 9 10
Modern Debt per Capita 173 153 123 128 94 84 35 27 27 84
Historic Debt per Capita 145 136 89 113 58 62 36 35 41 73
Country 11 12 13 14 15 16 17 18 19 20
Modern Debt per Capita 24 23 12 27 196 184 142 121 107 79
Historic Debt per Capita 29 11 18 23 105 154 148 119 111 76

Does this information indicate that foreign debt per capita is increasing in developing countries? Use a 0.01 level of significance.

Compute the sample test statistic. (Round your answer to two decimal places.)

Find the P-value of the sample test statistic. (Round your answer to four decimal places.)

Solutions

Expert Solution

1. Let and denote the mean modern and the historic growth rate

To test the hypothesis excel is used.

The output of the test is:

t-Test: Two-Sample Assuming Unequal Variances
Modern Growth Rate Historic Growth Rate
Mean 4.046667 4.84
Variance 5.365524 6.288286
Observations 15 15
Hypothesized Mean Difference 0
df 28
t Stat -0.90005
P(T<=t) one-tail 0.187885
t Critical one-tail 1.701131
P(T<=t) two-tail 0.375769
t Critical two-tail 2.048407

From the output the value of the test statistic is -0.90

p-value = 0.3758

2.  

Let and denote the mean modern and the historic debt rate per capita.

To test the hypothesis excel is used.

The output of the test is:

t-Test: Two-Sample Assuming Unequal Variances
Modern Debt Rate Historic Debt Rate
Mean 92.15 79.1
Variance 3547.082 2238.516
Observations 20 20
Hypothesized Mean Difference 0
df 36
t Stat 0.767276
P(T<=t) one-tail 0.22396
t Critical one-tail 2.434494
P(T<=t) two-tail 0.447921
t Critical two-tail 2.719485

From the output the value of the test statistic is 0.77

p-value = (1-0.22396) = 0.776(Since right tail)


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