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.