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SCENARIO 12-10
the Management of a Chain Electronic Store Would

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SCENARIO 12-10
The management of a chain electronic store would like to develop a model for predicting the weekly sales (in thousands of dollars) for individual stores based on the number of customers who made purchases.A random sample of 12 stores yields the following results:  Customers  Sales  (Thousands of  Dollars) 90711.2092611.057138.217419.217809.4289810.085106.735297.024606.128729.526507.536037.25\begin{array} { | l | c | } \hline \text { Customers } & \begin{array} { l } \text { Sales } \\\text { (Thousands of } \\\text { Dollars) }\end{array} \\\hline 907 & 11.20 \\\hline 926 & 11.05 \\\hline 713 & 8.21 \\\hline 741 & 9.21 \\\hline 780 & 9.42 \\\hline 898 & 10.08 \\\hline 510 & 6.73 \\\hline 529 & 7.02 \\\hline 460 & 6.12 \\\hline 872 & 9.52 \\\hline 650 & 7.53 \\\hline 603 & 7.25 \\\hline\end{array}
-Referring to Scenario 12-10, construct a 95% confidence interval for the change in mean weekly sales when the number of customers who make purchases increases by one.


Definitions:

Accounts Receivable Turnover

A measure of how quickly a company collects cash from its customers, calculated as sales divided by the average accounts receivable.

Price-Earnings Ratio

A valuation metric comparing a company's current share price to its per-share earnings, used by investors to evaluate the relative value of a company's shares.

Working Capital

Current assets less current liabilities.

Gross Margin Percentage

A financial metric that measures the proportion of money left over from revenues after accounting for the cost of goods sold (COGS), expressed as a percentage.

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