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The Des Moines Register Reported the Ratings of High School =0.902+0.568= 0.902 + 0.568

question 6

Essay

The Des Moines Register reported the ratings of high school sportsmanship as compiled
by the Iowa High School Athletic Association. The participants and coaches from each
school were rated by referees. (1 = superior, 5 = unsatisfactory.) A regression analysis
of data on the average scores given to football players and coaches is shown below.  The Des Moines Register reported the ratings of high school sportsmanship as compiled by the Iowa High School Athletic Association. The participants and coaches from each school were rated by referees. (1 = superior, 5 = unsatisfactory.) A regression analysis of data on the average scores given to football players and coaches is shown below.    Linear Fit FBParticipants  = 0.902 + 0.568  FBCoaches  Summary of Fit   \begin{array}{ll} \text { RSquare } & 0.452 \\ \text { RSquare Adj } & 0.450 \\ \mathrm{~s} & 0.355 \end{array}    \begin{array}{l} \text { Analysis of Variance }\\ \begin{array}{lrrrr} \text { Source } & \text { DF } & \text { SS } &{\text { MS }} & \text { F Ratio } \\ \text { Model } & 1 & 37.505 & 37.505 & 298.2723 \\ \text { Error } & 362 & 45.518 & 0.126 & \text { Prob }>\text { F } \\ \text { C. Total } & 363 & 83.022 & & <.0001 \end{array} \end{array}    a) Interpret the value of the correlation between the ratings of coaches and participants. b) Interpret the value of the coefficient of determination. c) Interpret the value of the standard deviation about the least squares line.

Linear Fit
FBParticipants =0.902+0.568= 0.902 + 0.568 FBCoaches

Summary of Fit

 RSquare 0.452 RSquare Adj 0.450 s0.355\begin{array}{ll}\text { RSquare } & 0.452 \\\text { RSquare Adj } & 0.450 \\\mathrm{~s} & 0.355\end{array}

 Analysis of Variance  Source  DF  SS  MS  F Ratio  Model 137.50537.505298.2723 Error 36245.5180.126 Prob > F  C. Total 36383.022<.0001\begin{array}{l}\text { Analysis of Variance }\\\begin{array}{lrrrr}\text { Source } & \text { DF } & \text { SS } &{\text { MS }} & \text { F Ratio } \\\text { Model } & 1 & 37.505 & 37.505 & 298.2723 \\\text { Error } & 362 & 45.518 & 0.126 & \text { Prob }>\text { F } \\\text { C. Total } & 363 & 83.022 & & <.0001\end{array}\end{array}

a) Interpret the value of the correlation between the ratings of coaches and
participants.
b) Interpret the value of the coefficient of determination.
c) Interpret the value of the standard deviation about the least squares line.


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