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A Local Grocery Store Wants to Predict the Daily Sales

question 84

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A local grocery store wants to predict the daily sales in dollars. The manager believes that the amount of newspaper advertising significantly affects the store sales. The manager randomly selects 7 days of data consisting of daily grocery store sales (in thousands of dollars) and advertising expenditures (in thousands of dollars) . The Excel/Mega-Stat output given below summarizes the results of fitting a simple linear regression model using this data.
Regression Analysis
r20.762n7R0.873k 1  Std. Error 11.547  Dep. Var. Sales \begin{array}{rc}\mathrm{r}^{2} 0.762 & \mathrm{n} 7 \\\mathrm{R} 0.873 & \mathrm{k} \text { 1 } \\\text { Std. Error 11.547 } & \text { Dep. Var. Sales }\end{array}
ANOVA
table
 Source SSdfMSFp-value  Regression 2,133.333312,133.333316.00.0103 Residual 666.66675133.3333 Total 2,800.00006\begin{array}{rrrrrr}\hline \text { Source } & S S & d f & M S & F & p \text {-value } \\\hline \text { Regression } & 2,133.3333 & 1 & 2,133.3333 & 16.00 & .0103 \\\text { Residual } & 666.6667 & 5 & 133.3333 & & \\\hline \text { Total } & 2,800.0000 & 6 & & &\\\hline\end{array}

 Regression output \text { Regression output }\quad\quad\quad\quad\quad\quad\quad\quad\quad\quad\quad\quad\quad\quad\quad\quad\quad\quad\quad Confidence interval \text { Confidence interval }
 Variables Coefficients  std. error t(df=5)  p-value 95%95% upper  lower  Intercep 63.33337.96827.948.000542.850583.8162 Advertising 6.66671.66674.000.0103\begin{array}{rrrrrrrr}\hline\text { Variables} & \text { Coefficients } & \text { std. error } & t(d f=5) & \text { p-value } & 95 \% &95 \% \text { upper } \\& & & & & \text { lower } & \\\hline \text { Intercep } & 63.3333 & 7.9682 & 7.948 & .0005 & 42.8505 & 83.8162 \\\text { Advertising } & 6.6667 & 1.6667 & 4.000 & .0103 & &\end{array}
-In testing the population slope for significance at a significance level of .05,what is the rejection point condition for the two-sided t test?


Definitions:

Retentive Listening

A listening skill focused on remembering and retaining information from conversations or presentations effectively.

Passive Listening

The act of hearing someone speak without actively engaging in the communication process.

Reflecting Back

A communication technique used to confirm understanding or to clarify what another person has said by paraphrasing their statements.

Nonverbal Cues

Communications expressed through body language, facial expressions, gestures, and other physical behaviors rather than spoken words.

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