Exam 9: Hypothesis Tests

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In hypothesis testing if the null hypothesis has been rejected when the alternative hypothesis has been true,

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Exhibit 9-7 A random sample of 16 statistics examinations from a large population was taken. The average score in the sample was 78.6 with a variance of 64. We are interested in determining whether the average grade of the population is significantly more than 75. Assume the distribution of the population of grades is normal. -Refer to Exhibit 9-7. The test statistic is

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For a one-tailed test lower tail) at 93.7% confidence, Z =

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In the past, the average age of employees of a large corporation has been 40 years. Recently, the company has been hiring older individuals. In order to determine whether there has been an increase in the average age of all the employees, a sample of 64 employees was selected. The average age in the sample was 45 years with a standard deviation of 16 years. Let α = .05. a. State the null and the alternative hypotheses. b. Compute the test statistic. c. Using the p-value approach, test to determine whether or not the mean age of all employees is significantly more than 40 years.

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The p-value ranges between

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Consider the following hypotheses test. Ho: μ ≥ 80 Ha: μ < 80 A sample of 121 provided a sample mean of 77.3. The population standard deviation is known to be 16.5. a. Compute the value of the test statistic. b. Determine the p-value; and at 93.7% confidence, test the above hypotheses. c. Using the critical value approach at 93.7% confidence, test the hypotheses.

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The level of significance

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A sample of 81 account balances of a credit company showed an average balance of $1,200 with a standard deviation of $126. a. Formulate the hypotheses that can be used to determine whether the mean of all account balances is significantly different from $1,150. b. Compute the test statistic. c. Using the p-value approach, what is your conclusion? Let α = .05.

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For a one-tailed test upper tail), a sample size of 26 at 90% confidence, t =

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Exhibit 9-1 =36 =24.6 =12 :\mu\leq20 :\mu>20 -Refer to Exhibit 9-1. The p-value is between

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Consider the following hypothesis test: Ho: μ = 10 Ha: μ ≠ 10 A sample of 81 provides a sample mean of 9.5 and a sample standard deviation of 1.8. a. Determine the standard error of the mean. b. Compute the value of the test statistic. c. Determine the p-value; and at 95% confidence, test the above hypotheses.

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Consider the following hypothesis test: Ho: μ ≥ 40 Ha: μ < 40 A sample of 49 provides a sample mean of 38 and a sample standard deviation of 7. a. Determine the standard error of the mean. b. Compute the value of the test statistic. c. Determine the p-value; and at 95% confidence, test the above hypotheses.

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The average starting salary of students who graduated from colleges of Business in 2009 was $48,400. A sample of 100 graduates of 2010 showed an average starting salary of $50,000. Assume the standard deviation of the population is known to be $8,000. We want to determine whether or not there has been a significant increase in the starting salaries. a. State the null and alternative hypotheses to be tested. b. Compute the test statistic. c. The null hypothesis is to be tested at 95% confidence. Determine the critical value for this test. d. What do you conclude? e. Compute the p-value.

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