eBook The National Football League (NFL) records a variety of performance data for individuals and teams. To...

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The National Football League (NFL) records a variety ofperformance data for individuals and teams. To investigate theimportance of passing on the percentage of games won by a team, thefollowing data show the conference (Conf), average number ofpassing yards per attempt (Yds/Att), the number of interceptionsthrown per attempt (Int/Att), and the percentage of games won(Win%) for a random sample of 16 NFL teams for the 2011 season (NFLweb site, February 12, 2012).

Click on the datafile logo to reference the data.

TeamConferenceYds/AttInt/AttWin%
Arizona CardinalsNFC6.50.04250.0
Atlanta FalconsNFC7.10.02262.5
Carolina PanthersNFC7.40.03337.5
Cincinnati BengalsAFC6.20.02656.3
Detroit LionsNFC7.20.02462.5
Green Bay PackersNFC8.90.01493.8
Houstan TexansAFC7.50.01962.5
Indianapolis ColtsAFC5.60.02612.5
Jacksonville JaguarsAFC4.60.03231.3
Minnesota VikingsNFC5.80.03318.8
New England PatriotsAFC8.30.02081.3
New Orleans SaintsNFC8.10.02181.3
Oakland RaidersAFC7.60.04450.0
San Francisco 49ersNFC6.50.01181.3
Tennessee TitansAFC6.70.02456.3
Washington RedskinsNFC6.40.04131.3

Let x1 represent Yds/Att.
Let x2 represent Int/Att.

(a)Develop the estimated regression equation that could be used topredict the percentage of games won, given the average number ofpassing yards per attempt. If required, round your answer to threedecimal digits. For subtractive or negative numbers use a minussign even if there is a + sign before the blank. (Example:-300)
ŷ=  +  x1
What proportion of variation in the sample values of proportionof games won does this model explain? If required, round youranswer to one decimal digit.
%
(b)Develop the estimated regression equation that could be used topredict the percentage of games won, given the number ofinterceptions thrown per attempt. If required, round your answer tothree decimal digits. For subtractive or negative numbers use aminus sign even if there is a + sign before the blank. (Example:-300)
ŷ=  +  x2
What proportion of variation in the sample values of proportionof games won does this model explain? If required, round youranswer to one decimal digit.
%
(c)Develop the estimated regression equation that could be used topredict the percentage of games won, given the average number ofpassing yards per attempt and the number of interceptions thrownper attempt. If required, round your answer to three decimaldigits. For subtractive or negative numbers use a minus sign evenif there is a + sign before the blank. (Example: -300)
ŷ =  +  x1+  x2
What proportion of variation in the sample values of proportionof games won does this model explain? If required, round youranswer to one decimal digit.
%
(d)The average number of passing yards per attempt for the SeattleSeahawks during the 2011 season was 6.8, and the team’s number ofinterceptions thrown per attempt was 0.028. Use the estimatedregression equation developed in part (c) to predict the percentageof games won by the Seattle Seahawks during the 2011 season.(Note: For the 2011 the 2011 season, the Seattle Seahawks'record was 7 wins and 9 loses.)
If required, round your answer to one decimal digit. Do notround intermediate calculations.
%
Compare your prediction to the actual percentage of games wonby the Seattle Seahawks. If required, round your answer to onedecimal digit.
The Seattle Seahawks performed - Select your answer-betterworseItem 12 than what we predicted by  %.
(e)Did the estimated regression equation that uses only theaverage number of passing yards per attempt as the independentvariable to predict the percentage of games won provide a goodfit?
The input in the box below will not be graded, but may bereviewed and considered by your instructor.

Answer & Explanation Solved by verified expert
4.4 Ratings (779 Votes)
reding the data df readcsvfilechooseheader T strdf dataframe 16 obs of 5 variables Team Factor w 16 levels Arizona Cardinals 1 2 3 4 5 6 7 8 9 10 Conference Factor w 2 levels AFCNFC 2 2 2 1 2 2 1 1 1 2 YdsAtt num 65 71 74 62 72 89 75 56 46 58 IntAtt num 0042 0022 0033 0026 0024 0014 0019 0026 0032 0033 Win num 50 625 375 563 625 938 625 125 313 188 headdf Team Conference YdsAtt IntAtt Win 1 Arizona Cardinals NFC 65 0042 500 2 Atlanta Falcons NFC 71 0022 625 3 Carolina Panthers NFC 74 0033 375 4 Cincinnati Bengals AFC 62 0026 563 5 Detroit Lions NFC 72 0024 625 6 Green Bay Packers    See Answer
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