Question
Is there a relationship between total team salary and team performance in a sport such as professional basketball? To answer this question we will examine
Is there a relationship between total team salary and team performance in a sport such as professional basketball? To answer this question we will examine the number of wins and total team payroll in a recent season for all the teams in professional basketball (also known as the NBA). The data are in thisExcel file
Let the x-variable be the team payroll and let the y-variable be the team wins. Find the intercept b0and slope b1of the least squares prediction line= b0+ b1Payroll.
If an NBA team spent anadditional$10 million in team salary, how manymoregames could the team expect to win?
What is the residual for this basketball team? (use 2 decimal places in your answer)
All teams have a goal to make the postseason playoffs. A basketball team thinks that it can make the playoffs next year if it wins 7 more games. How much should the basketball team increase its payroll if it wants to make the playoffs next year? Note:Use 2 decimal places. Your answer should be in units of $1 million; do NOT include a dollar sign in the answer; for example, if a team should increase its payroll by $5,250,000, then the answer is 5.25.
Payrolls are in millions of dollars | ||
2013-2014 Basketball Team Payrolls and Wins | ||
Team | Payroll | Wins |
San Antonio Spurs | 64.363 | 62 |
Oklahoma City Thunder | 71.781 | 59 |
Los Angeles Clippers | 73.943 | 57 |
Indiana Pacers | 70.436 | 56 |
Portland Trail Blazers | 63.215 | 54 |
Houston Rockets | 65.086 | 54 |
Miami Heat | 84.330 | 54 |
Golden State Warriors | 67.827 | 51 |
Memphis Grizzlies | 67.867 | 50 |
Dallas Mavericks | 67.732 | 49 |
Phoenix Suns | 58.513 | 48 |
Chicago Bulls | 82.024 | 48 |
Toronto Raptors | 70.929 | 48 |
Brooklyn Nets | 102.609 | 44 |
Washington Wizards | 70.945 | 44 |
Charlotte Hornets | 61.309 | 43 |
Minnesota Timberwolves | 68.495 | 40 |
Atlanta Hawks | 57.359 | 38 |
New York Knicks | 89.184 | 37 |
Denver Nuggets | 67.324 | 36 |
New Orleans Pelicans | 64.012 | 34 |
Cleveland Cavaliers | 61.089 | 33 |
Detroit Pistons | 61.897 | 29 |
Sacramento Kings | 60.027 | 28 |
Los Angeles Lakers | 79.364 | 27 |
Boston Celtics | 71.485 | 25 |
Utah Jazz | 56.818 | 25 |
Orlando Magic | 61.776 | 23 |
Philadelphia 76ers | 47.119 | 19 |
Milwaukee Bucks | 51.175 | 15 |
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