Question: Team Code Wins Field Goal % Three-Point Field Goal % Points Per Game Opponent Points Per Game Difference in Points Per Game Rebounds Turnovers Conference
Team Code Wins Field Goal % Three-Point Field Goal % Points Per Game Opponent Points Per Game Difference in Points Per Game Rebounds Turnovers Conference Atlanta Hawks ATL 60 46.6 38.0 102.5 97.1 5.4 40.8 14.2 EASTERN Boston Celtics BOS 40 44.3 32.7 101.4 101.2 0.2 43.8 13.8 EASTERN Brooklyn Nets BKN 38 45.1 33.1 98.0 100.9 -2.9 42.4 13.8 EASTERN Charlotte Hornets CHA 33 42.0 31.8 94.2 97.1 -2.9 44.1 11.8 EASTERN Chicago Bulls CHI 50 44.2 35.3 100.8 97.8 3.0 45.7 14.0 EASTERN Cleveland Cavaliers CLE 53 45.8 36.7 103.1 98.7 4.4 43.0 14.3 EASTERN Dallas Mavericks DAL 50 46.3 39.2 105.2 102.3 2.9 42.3 13.0 WESTERN Denver Nuggets DEN 30 43.3 32.5 101.5 105.0 -3.5 44.7 14.2 WESTERN Detroit Pistons DET 32 43.2 34.4 98.5 99.5 -1.0 44.9 13.4 EASTERN Golden State Warriors GSW 67 47.8 39.8 110.0 99.9 10.1 44.7 14.5 WESTERN Houston Rockets HOU 56 44.4 34.8 103.9 100.5 3.4 43.7 16.7 WESTERN Indiana Pacers IND 38 43.9 35.2 97.3 97.0 0.3 44.9 14.0 EASTERN Los Angeles Clippers LAC 56 47.3 37.6 106.7 100.1 6.6 42.6 12.9 WESTERN Los Angeles Lakers LAL 21 43.5 34.4 98.5 105.3 -6.8 43.9 13.2 WESTERN Memphis Grizzlies MEM 55 45.8 33.9 98.3 95.1 3.2 42.6 13.3 WESTERN Miami Heat MIA 37 45.6 33.5 94.7 97.3 -2.6 39.1 14.8 EASTERN Milwaukee Bucks MIL 41 45.9 36.3 97.8 97.4 0.4 42.1 16.7 EASTERN Minnesota Timberwolves MIN 16 43.8 33.2 97.8 106.5 -8.7 40.9 15.0 WESTERN New Orleans Pelicans NOH 45 45.7 37.0 99.4 98.6 0.8 43.5 13.3 WESTERN New York Knicks NYK 17 42.8 34.7 91.9 101.2 -9.3 40.4 14.7 EASTERN Oklahoma City Thunder OKC 45 44.7 33.9 104.0 101.8 2.2 47.5 14.7 WESTERN Orlando Magic ORL 25 45.3 34.7 95.7 101.4 -5.7 41.8 14.9 EASTERN Philadelphia 76ers PHI 18 40.8 32.0 92.0 101.0 -9.0 42.9 17.7 EASTERN Phoenix Suns PHX 39 45.2 34.1 102.4 103.3 -0.9 43.2 15.1 WESTERN Portland Trail Blazers POR 51 45.0 36.2 102.8 98.6 4.2 45.9 13.6 WESTERN Sacramento Kings SAC 29 45.5 34.1 101.3 105.0 -3.7 44.2 16.3 WESTERN San Antonio Spurs SAS 55 46.8 36.7 103.2 97.0 6.2 43.6 14.0 WESTERN Toronto Raptors TOR 49 45.5 35.2 104.0 100.9 3.1 41.5 12.9 EASTERN Utah Jazz UTA 38 44.7 34.3 95.1 94.9 0.2 44.0 15.3 WESTERN Washington Wizards WAS 46 46.2 36.0 98.5 97.8 0.7 44.7 15.0 EASTERN
8) At the 0.05 level of significance, perform a F test to determine whether the regression model has any significant variable. Setup your hypothesis and perform the test using p-value to explain.
9) Show how to compute the 95% confidence interval of the estimated coefficients and explain their meanings.
10) The conference is a character variable. Using a dummy variable, find if the number of wins matters with the conference. Using t test, prove if the conference is an important variable on the number of wins at 5% significance level.
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