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A Study of the Top MBA Programs Attempted to Predict

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A study of the top MBA programs attempted to predict the average starting salary (in $1000's) of graduates of the program based on the amount of tuition (in $1000's) charged by the program and the average GMAT score of the program's students. The results of a regression analysis based on a sample of 75 MBA programs is shown below:  Least Squares Linear Regression of Salary  Predictor  Variables  Coefficient  Std Error  T  P  Constant 687.851165.4064.160.0001 Tuition 11.31972.197245.150.0000 GMAT 0.967270.255353.790.0003\begin{array}{l}\text { Least Squares Linear Regression of Salary }\\\begin{array} { l c c c c c } \text { Predictor } & & & & & \\\text { Variables } & \text { Coefficient } & \text { Std Error } & \text { T } & \text { P } \\\text { Constant } & - 687.851 & 165.406 & 4.16 & 0.0001 \\\text { Tuition } & - 11.3197 & 2.19724 & - 5.15 & 0.0000 \\\text { GMAT } & - 0.96727 & 0.25535 & - 3.79 & 0.0003\end{array}\end{array}

 TxG 0.018500.003315.580.0000 \begin{array}{lllll}\text { TxG } & 0.01850 & 0.00331 & 5.58 & 0.0000\end{array}

 R-Squared 0.7816 Resid. Mean Square (MSE)  301.251 Adjusted R-Squared 0.7723 Standard Deviation 17.3566\begin{array}{lccc}\text { R-Squared } & 0.7816 & \text { Resid. Mean Square (MSE) } & 301.251\\\text { Adjusted R-Squared } & 0.7723& \text { Standard Deviation } & 17.3566\end{array}

 Source  DF  SS  MS  F  P  Regression 376523.825510.984.680.0000 Residual 7121388.8301.3 Total 7497921.7\begin{array}{lllcccc}\text { Source } & \text { DF } & \text { SS } & \text { MS } & \text { F } & \text { P } \\\text { Regression } & 3 &76523.8& 25510.9 & 84.68& 0.0000 \\\text { Residual } & 71 &21388.8& 301.3 & \\\text { Total } & 74 & 97921.7 & &\end{array}


Cases Included 75 Missing Cases 0

The global-f test statistic is shown on the printout to be the value F=84.68F = 84.68 . Interpret this value.

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Definitions:

Seal

A device used to impress or mark documents as a form of authentication or to signify agreement.

Charitable Pledges

Promises or commitments to donate a specific amount of money to a charity or for a philanthropic cause.

Bankruptcy

A legal process for individuals or entities that are unable to repay their debts, allowing for a reorganization or elimination of debt under the protection of the law.

Enforceable

Capable of being imposed or carried out by legal action or authority; describes a rule, contract, or law that can be legally upheld.

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