Examlex

Solved

TABLE 14-10
You Worked as an Intern at We

question 111

Short Answer

TABLE 14-10
You worked as an intern at We Always Win Car Insurance Company last summer. You notice that individual car insurance premiums depend very much on the age of the individual, the number of traffic tickets received by the individual, and the population density of the city in which the individual lives. You performed a regression analysis in EXCEL and obtained the following information:
Regression Analysis
Regression Statistics  Multiple R0.63R Square 0.40Adjusted R Square0.23Standard Error 50.00Observations15.00\begin{array}{lr}\hline\text {Regression Statistics } \\\hline\text { Multiple R} & 0.63 \\\text {R Square }& 0.40 \\\text {Adjusted R Square} & 0.23 \\\text {Standard Error }& 50.00 \\\text {Observations} & 15.00 \\\hline\end{array}

ANOVA
 d fSSMSSignificance F Regression35994.242.400.12Residual 1127496.82Total 45479.54\begin{array}{lccccc}\hline & \text { d f} & \text {SS} & \text {MS} & \text {F } & \text {Significance F } \\\hline \text {Regression} & 3 & & 5994.24 & 2.40 & 0.12 \\\text {Residual }& 11 & 27496.82 & & & \\\text {Total }& 45479.54 & & & \\\hline\end{array}

oefficients Standard Error  t Stat p-value Lower 99.0% Upper 99.0 %  Intercept123.8048.712.540.0327.47275.07AGE 0.820.870.950.363.511.87TICKETS21.2510.661.990.0711.8654.37DENSITY3.146.460.490.6423.1916.91\begin{array}{lccrrrr}\hline & \text {oefficients}&\text { Standard Error }& \text { t Stat} &\text { p-value }& \text {Lower 99.0\% }& \text {Upper 99.0 \% } \\\hline\text { Intercept} & 123.80 & 48.71 & 2.54 & 0.03 & -27.47 & 275.07 \\\text {AGE }& -0.82 & 0.87 & -0.95 & 0.36 & -3.51 & 1.87 \\\text {TICKETS}& 21.25 & 10.66 & 1.99 & 0.07 & -11.86 & 54.37 \\\text {DENSITY} & -3.14 & 6.46 & -0.49 & 0.64 & -23.19 & 16.91 \\\hline\end{array}

-Referring to Table 14-10, the 99% confidence interval for the change in average insurance premiums of a person who has become 1 year older (i.e., the slope coefficient for AGE) is______


Definitions:

Team Communication

The exchange of information, ideas, and feedback between members of a professional team to ensure effective cooperation and outcome.

Time Management

The practice of organizing and planning how to divide one's time between specific activities efficiently.

Vital Signs

Measurements of the body's most basic functions, including temperature, pulse, respiration rate, and blood pressure.

Feedback

Information or reactions provided by others regarding someone's performance or behavior, often used as a mechanism for improvement.

Related Questions