Professional basketball has truly become a sport that generates interest among fans around the world. More...

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Professional basketball has truly become a sport that generatesinterest among fans around the world. More and more players comefrom outside the United States to play in the National BasketballAssociation (NBA). You want to develop a regression model topredict the number of wins achieved by each NBA team, based onfield goal (shots made) percentage and three-point field goalpercentage. The data are stored in NBA.xlsx

TEAMWinsField Goal %Three-Point Field Goal %Points Per GameReboundFreedrawTurnover
Houston Rockets654636.2112.443.519.613.8
Toronto Raptors5947.235.8111.74417.313.4
Golden State Warriors5850.339.1113.543.516.615.4
Boston Celtics554537.710444.51614
Philadelphia 76ers5247.236.9109.847.417.116.5
Cleveland Cavaliers5047.637.2110.942.118.113.7
Portland Trail Blazers4945.236.6105.645.516.713.5
Indiana Pacers4847.236.9105.642.314.913.3
New Orleans Pelicans4848.336.2111.744.316.114.9
Oklahoma City Thunder4845.335.4107.945.117.314
Utah Jazz4846.236.6104.143.316.814.7
Minnesota Timberwolves4747.635.7109.54219.412.5
San Antonio Spurs4745.735.2102.744.216.113.1
Denver Nuggets464737.111044.517.115
Miami Heat4445.536103.443.514.714.4
Milwaukee Bucks4447.835.5106.539.818.313.8
Washington Wizards4346.737.5106.643.116.814.6
LA Clippers4247.135.410943.91914.7
Detroit Pistons394537.3103.843.714.713.4
Charlotte Hornets364536.9108.245.520.212.7
Los Angeles Lakers3546.134.5108.146.416.615.8
New York Knicks2946.435.2104.54414.914.7
Brooklyn Nets2844.135.6106.644.417.415.2
Chicago Bulls2743.535.5102.944.714.614
Sacramento Kings274537.598.840.912.313.7
Orlando Magic2545.235.1103.441.615.514.5
Atlanta Hawks2444.636103.441.915.815.5
Dallas Mavericks2444.436102.341.314.212.3
Memphis Grizzlies2244.435.299.340.516.615
Phoenix Suns2144.233.4103.944.117.715.7

1) At the 0.05 level of significance, perform a F test todetermine whether the regression model has any significantvariable. Use p-value to explain.

Answer & Explanation Solved by verified expert
4.0 Ratings (810 Votes)
Solution A required regression model to predict the number of wins achieved by each NBA team based on field goal shots made percentage and threepoint field goal percentage is given as below Regression Statistics Multiple R 0692945243 R Square 048017311 Adjusted R Square    See Answer
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