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SUMMARY OUTPUT  Figure 4.1\text { Figure } 4.1 -Suppose You Are Given the Excel Output in 4

question 32

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SUMMARY OUTPUT
 Regression Statistics  Multiple R 0.216543528 R square 0.046891099 Adjusted R Square 0.042101608 Standard Error 1155621.367 Observations 201\begin{array}{lc}\hline \text { Regression Statistics } & \\\hline \text { Multiple R } & 0.216543528 \\\text { R square } & 0.046891099 \\\text { Adjusted R Square } & 0.042101608 \\\text { Standard Error } & 1155621.367 \\\text { Observations } & 201 \\\hline\end{array}

 ANOVA  of SS MS  F  Significance F Regression 11.30747E+131.30747E+139.7904119750.00201776 Residual 1992.65757E+141.33546E+12 Total 2002.78831E+14\begin{array}{l}\text { ANOVA }\\\begin{array}{lccccc}\hline & \text { of } & S S & \text { MS } & \text { F } & \text { Significance } F \\\hline \text { Regression } & 1 & 1.30747 E+13 & 1.30747 E+13 & 9.790411975 & 0.00201776 \\\text { Residual } & 199 & 2.65757 E+14 & 1.33546 E+12 & \\\text { Total } & 200 & 2.78831 E+14 & & \\\hline\end{array}\end{array}

 Coefficients  Standard Error  t Stat  P-value  Lower 95%  Upper 95%  Intercept 7,773,135.5582,867,254.7732.7110027450.00729436413,427,237,2402,119,033.877 Yards Per Drive 30,737.5239,823.5483.1289634030.0020177611,365.91350,109.132\begin{array}{lcccccc}\hline & \text { Coefficients } & \text { Standard Error } & \text { t Stat } & \text { P-value } & \text { Lower 95\% } & \text { Upper 95\% } \\\hline \text { Intercept } & -7,773,135.558 & 2,867,254.773 & -2.711002745 & 0.007294364 & -13,427,237,240 & -2,119,033.877 \\\text { Yards Per Drive } & 30,737.523 & 9,823.548 & 3.128963403 & 0.00201776 & 11,365.913 & 50,109.132 \\\hline\end{array}

 Figure 4.1\text { Figure } 4.1
-Suppose you are given the Excel output in 4.1.You would conclude that number of degrees of freedom of the regression is


Definitions:

Scapegoat Theory

A psychological and sociological concept where individuals or groups are unfairly blamed for problems not of their making, often to deflect responsibility from the true sources.

Just-world Phenomenon

is the cognitive bias to believe that the world is fair and people get what they deserve, often used to rationalize injustice.

Unconscious Patronization

Subtle, often unintentional, discriminatory behavior towards a marginalized group, influenced by unconscious biases.

Ingroup

A social group to which a person psychologically identifies as being a member, often leading to favoritism and loyalty towards the group.

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