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Instruction 13 -Referring to Instruction 13

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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,the adjusted r2 is____________.


Definitions:

Marginal Revenue Product

measures the increase in revenue that results from the addition of one more unit of input while holding all other inputs constant.

Equilibrium

A state in a market where the quantity demanded by consumers equals the quantity supplied by producers, leading to a stable price.

MPs

Members of Parliament, elected officials who represent constituencies and have legislative responsibilities in the national government.

Purely Competitive Conditions

A market structure characterized by many buyers and sellers, where each seller offers an identical product, leading to price taken as given by individual sellers due to the market's competition.

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