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The Owner of a Retail Store Randomly Selected the Following

question 95

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The owner of a retail store randomly selected the following weekly data on profits and advertising cost.
 Week  Advertising Cost $)  Profit $10200250270325042041503005125325\begin{array}{ccc}\text { Week }&\text { Advertising Cost \$) }&\text { Profit } \$\\1 & 0 & 200 \\2 & 50 & 270 \\3 & 250 & 420 \\4 & 150 & 300 \\5 & 125 & 325\end{array}
a. Write down the appropriate linear relationship between advertising cost and profits. Which is the dependent variable? Which is the independent variable?
b. Calculate the least squares estimated regression line.
c. Predict the profits for a week when $200 is spent on advertising.
d. At 95% confidence, test to determine if the relationship between advertising costs and profits is statistically significant.
e. Calculate the coefficient of determination.


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A formal process through which an individual's expertise in specific areas is recognized, typically through assessments or coursework.

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Salary determination method where compensation is based on an employee's skill, knowledge, and performance level rather than job title or position.

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The process of defining the abilities, skills, knowledge, and behaviors necessary for effective performance in a specific job role.

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A compensation structure that determines pay increases based on an employee's performance and position within a pay grade.

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