A price-earnings ratio or P/E ratio is calculated as a firms share price compared to the income

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A price-earnings ratio or P/E ratio is calculated as a firm’s share price compared to the income or profit earned by the firm per share. Generally, a high P/E ratio suggests that investors are expecting higher earnings growth in the future compared to companies with a lower P/E ratio. The accompanying table shows a portion of companies that comprise the Dow Jones Industrial Average (DJIA) and their P/E ratios as of May 17, 2012 (at the time data were retrieved, the P/E ratio for one firm on the DJIA, Bank of America, was not available). The entire data set, labeled PE_Ratio, can be found on the text website.
Company ... P/E Ratio
3M (MMM) .... 14
Alcoa (AA) .... 24
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Walt Disney (DIS) . 14

a. Calculate and interpret the 25th, 50th, and 75th percentiles.
b. Construct a box plot. Are there any outliers? Is the distribution symmetric? If not, comment on its skewness.

Distribution
The word "distribution" has several meanings in the financial world, most of them pertaining to the payment of assets from a fund, account, or individual security to an investor or beneficiary. Retirement account distributions are among the most...
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