Examlex

Solved

Instruction 13 -Referring to Instruction 13

question 241

Short Answer

Instruction 13.7
You worked as an intern at We Always Win Car Insurance Company last summer. You notice that individual car insurance premium depends 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 Microsoft Excel and obtained the following information:
RegressionAnalysis  MultipleR 0.63 R Square 0.40 Adj. R Square 0.23 Standard  Error 50.00 Observations 15.00 ANOVA  df SS  MS F Signif F  Regression 35994.242.400.12 Residual 1127496.82 Total 45479.54 Coeff  StdError  t Stat  p-value  Lower 99.0% Upper 99.0%  Intercept 123.8048.712.540.0327.47275.07 AGE 0.820.870.950.363.511.87 TICKETS 11.2510.661.990.0711.8654.37 DENSITY 3.146.460.490.6423.1916.91\begin{array}{|l|l|l|l|l|l|l|}\hline \text {Regression}&\text {Analysis }\\\hline \text { MultipleR } &\quad & 0.63 \\\hline \text { R Square } && 0.40 \\\hline \text { Adj. R Square } && 0.23 \\\hline \text { Standard } & \\\text { Error } & & 50.00\\\hline \text { Observations } & & 15.00 \\\hline & & & & & \\\hline \text { ANOVA } &\\\hline & \text { df}& \text { SS } & \text { MS } & F & \text { Signif F } \\\hline \text { Regression } & 3 & & 5994.24 & 2.40 & 0.12 \\\hline \text { Residual } & 11 & 27496.82 & & & \\\hline \text { Total } & & 45479.54 & & & \\\hline & & & & & \\\hline& \text { Coeff } & \text { StdError } & \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 \\\hline \text { AGE } & 0.82 & 0.87 & -0.95 & 0.36 & -3.51 & 1.87 \\\hline \text { TICKETS } & 11.25 & 10.66 & 1.99 & 0.07 & -11.86 & 54.37 \\\hline \text { DENSITY } & -3.14 & 6.46 & -0.49 & 0.64 & -23.19 & 16.91\\\hline\end{array}
-Referring to Instruction 13.7,to test the significance of the multiple regression model,the p-value of the test statistic in the sample is___________.


Definitions:

Autoplastic

An approach to personal change that involves adapting the self to the external environment.

Alloplastic Solutions

Strategies aimed at changing one’s environment or external factors in order to resolve personal or social issues, contrary to changing oneself.

Client's Environment

Refers to the various physical, social, economic, and cultural factors that influence a client's life and wellbeing.

Cultural Characteristics

Features that identify and differentiate one culture from another, including language, rituals, cuisine, clothing, and social norms.

Related Questions