Question

In: Statistics and Probability

The economic dynamism, which is the index of productive growth in dollars for countries that are...

The economic dynamism, which is the index of productive growth in dollars for countries that are designated by the World Bank as middle-income are listed in the table below. Compute a 95% confidence interval for the mean economic dynamism of middle-income countries.

25.8057

37.4511

51.915

43.6952

47.8506

43.7178

58.0767

41.1648

38.0793

37.7251

39.6553

42.0265

48.6159

43.8555

49.1361

61.9281

41.9543

44.9346

46.0521

48.3652

43.6252

50.9866

59.1724

39.6282

33.6074

21.6643

Table: Economic Dynamism ($) of Middle Income Countries

Step 1: State the question

Step 2: Identify the information

  1. State the random variables and parameters in words
  2. State the null and alternative hypotheses and level of significance
  3. Determine the type of test this is, then state and check the assumptions for this type of test

Step 3: Perform calculations

  1. Find the sample statistics
  2. Find the test statistic
  3. Find the p-value
  4. State the conclusion (compare p and alpha and decide to reject Ho or fail to reject Ho)

Step 4. Interpret (answer the original question in a complete sentence)

Solutions

Expert Solution

we cannot define null and alternative hypotheses here because the claim about a population mean is not provided.

the question is to find out the 95% confidence interval for the mean economic dynamism of middle-income countries.

the random variables is the economic dynamism of middle-income countries.

we will use here t-test to find the confidence interval because the population standard deviation is not known.

using excel>addin>phstat>confidence interval

we have

Confidence Interval Estimate for the Mean
Data
Sample Standard Deviation 9.071147897
Sample Mean 43.87265385
Sample Size 26
Confidence Level 95%
Intermediate Calculations
Standard Error of the Mean 1.778998467
Degrees of Freedom 25
t Value 2.0595
Interval Half Width 3.6639
Confidence Interval
Interval Lower Limit 40.21
Interval Upper Limit 47.54

the 95% confidence interval for the population mean economic dynamism of middle-income countries is (40.21,47.54)

we are 95% confident that the population mean economic dynamism of middle-income countries lies in between (40.21,47.54)


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