Going for it on fourth down in the NFL. Each week coaches in the National Football League (NFL) face a decision during the game. On fourth down, should the team punt the ball or go for a first down? To aid in the decision-making pro- cess, statisticians at California State University, Northridge, developed a regression model for predicting the number of

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11.87 Going for it on fourth down in the NFL. Each week coaches
in the National Football League (NFL) face a decision
during the game. On fourth down, should the team punt the
ball or go for a first down? To aid in the decision-making pro-
cess, statisticians at California State University, Northridge,
odlo developed a regression model for predicting the number of
points scored (y) by a team that has a first down with a given
number of yards (x) from the opposing goal line (Chance,
Winter 2009). One of the models fit to data collected on five
NFL teams from a recent season was the simple linear re-
gression model, E(y) = Bo + Bjx. The regression yielded
the following results: ŷ = 4.42 – 048 x, r² = .18.
a. Give a practical interpretation of the coefficient of de-
termination, r².
b. Compute the value of the coefficient of correlation, r,
from the value of r. Is the value of r positive or nega-
tive? Why?
09 Ho
%3D
NW
iganz ori ni 20ulevv bm
Transcribed Image Text:11.87 Going for it on fourth down in the NFL. Each week coaches in the National Football League (NFL) face a decision during the game. On fourth down, should the team punt the ball or go for a first down? To aid in the decision-making pro- cess, statisticians at California State University, Northridge, odlo developed a regression model for predicting the number of points scored (y) by a team that has a first down with a given number of yards (x) from the opposing goal line (Chance, Winter 2009). One of the models fit to data collected on five NFL teams from a recent season was the simple linear re- gression model, E(y) = Bo + Bjx. The regression yielded the following results: ŷ = 4.42 – 048 x, r² = .18. a. Give a practical interpretation of the coefficient of de- termination, r². b. Compute the value of the coefficient of correlation, r, from the value of r. Is the value of r positive or nega- tive? Why? 09 Ho %3D NW iganz ori ni 20ulevv bm
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