Concept explainers
The paper “Debt Literacy, Financial Experiences and Over-Indebtedness” (Social Science Research Network, Working paper W14808, 2008) included analysis of data from a national sample of 1000 Americans. One question on the survey was:
“You owe $3000 on your credit card. You pay a minimum payment of $30 each month. At an Annual Percentage Rate of 12% (or 1% per month), how many years would it take to eliminate your credit card debt if you made no additional charges?”
Answer options for this question were: (a) less than 5 years; (b) between 5 and 10 years; (c) between 10 and 15 years; (d) never—you will continue to be in debt; (e) don’t know; and (f) prefer not to answer.
- a. Only 354 of the 1000 respondents chose the correct answer of never. For purposes of this exercise, assume that the sample is representative of adult Americans. Is there convincing evidence that the proportion of adult Americans who can answer this question correctly is less than 0.40 (40%)? Use α = 0.05 to test the appropriate hypotheses. (Hint: See Example 10.10.)
- b. The paper also reported that 37.8% of those in the sample chose one of the wrong answers (a, b, and c) as their response to this question. Is it reasonable to conclude that more than one-third of adult Americans would select a wrong answer to this question? Use α = 0.05.
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Chapter 10 Solutions
Introduction to Statistics and Data Analysis
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- You are a financial analyst for a brokerage firm. Is there a difference in dividend yield between stocks listed on the NYSE & NASDAQ? You collect the following data: NYSE NASDAQ Number 20 24 Sample mean 3.5 2.5 Sample std dev 1.30 1.16arrow_forward3. A Bloomberg Businessweek North American subscriber study collected data from a sample of 2861 sub-scribers. Fifty- nine percent of the respondents indicated an annual income of $ 75,000 or more, and 50% reported having an American Express credit card. a. What is the population of interest in this study? b. Is annual income a categorical or quantitative variable? c. Is ownership of an American Express card a categorical or quantitative variable? d. Does this study involve cross- sectional or time series data? e. Describe any statistical inferences Bloomberg Businessweek might make on the basis of the survey. 4. Table 1.8 shows a data set containing information for 25 of the shadow stocks tracked by the American Association of Individual Investors. Shadow stocks are common stocks of smaller companies that are not closely followed by Wall Street analysts. The data set is also on the website that accompanies the text in the file named Shadow02. a. How many variables are in the data set?…arrow_forward5arrow_forward
- A sample of 20 financial analysts was asked to provide forecasts of earnings per share of a corporation for next year. The results are summarized in the following table:Forecast ($ per share) Number of Analysts$9.95 to under $10.45 2$10.45 to under $10.95 8$10.95 to under $11.45 6$11.45 to under $11.95 3$11.95 to under $12.45 1a. Estimate the sample mean forecast.b. Estimate the sample standard deviation.arrow_forward2) A sample of single persons receiving social security payments revealed these monthly benefits: $965, $826, $699, $1,087, $880, $839, $1346, $820 and $965. How many observations are below the mode?arrow_forwardIndividuals filing federal income tax returns prior to March 31 received an average refund of $1056. Consider the population of “last-minute” filers who mail their tax return during the last five days of the income tax period (typically April 10 to April 15). The null hypothesis is that the average refund of last-minute filers is equal to or greater than $1056. The alternative hypothesis is that their average refund is smaller than $1056. For a sample of 100 individuals who filed a tax return between April 10 and 15, the sample mean refund was $910. Based on prior experience a population standard deviation may be assumed $1600. What is the p-value?arrow_forward
- 6. The Computer Security Institute (CSI) conducts an annual survey of computer crime at U.S. businesses. CSI sends survey questionnaires to computer security personnel at all U.S. corporations and government agencies. The 2010 CSI survey was sent and 351 organizations responded. One of the survey questions asked respondents to indicate the percentage of monetary losses attributable to malicious actions by individuals within the organization (i.e., malicious insider actions). The following table summarizes the data for the 144 firms who experienced some monetary loss due to malicious insider actions. Lower Bound 0 10 20 30 40 50 60 70 80 90 Sum Upper Bound 10 20 30 40 50 60 70 80 90 100 Cell Midpoint 5 15 25 35 45 55 65 75 85 95 Frequency 43 55 16 3 2 1 9 4 5 6 144 a. Find the mean percentage loss for the sample of firms who reported some loss. b. Find the median, upper and lower quartiles. c. Draw the box plot. d. Would you describe this distribution as symmetric or skewed? Justify. e.…arrow_forwardWalmart predicted the following end-of-year earnings from 2003 - 2012 in billions of dollars (9.5, 9.8, 10.2, 10.7, 10.5, 11.0, 12.1, 14.7, 16.3, 18.7). Their actual end-of- year earnings for the same years are as follows: 9.1, 9.2, 10.6, 10.3, 9.9, 10.4, 11.6, 11.8, 13.1, 22.7). In testing the claim that the mean predicted value is the same as the mean actual value, which p-value is correct? 0.228 0.456 0.779 0.05 4arrow_forwardConsider the following scenario in which you study your bank account. • On Jan. 1, you had a balance of -290 dollars in your bank account. • On Jan. 2, your bank charged 45 dollar overdraft fee. • On Jan. 3, you deposited 900 dollars. • On Jan. 10, you withdrew 750 dollars. What is your balance on Jan. 11?arrow_forward
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