Instructions- provide the python code and the mathematical equation.

3.) Perform multiple regression. Exercise 3 uses a baseball-based data set. The owner of the Houston Astros would like to acquire some players for the upcoming season. The owner hires you to shed light on hitter statistics related to player salaries. For this question perform a multiple regression to determine how offensive (hitting) statistics predicts player salaries. What is the r- squared value? Provide an equation and the python code.

Player	Team	Position	Age	G	AB	R	H	2B	3B	HR	RBI	SB	CS	BB	SO	AVG	OBP	SLG	OPS	Ave. Annual Salary
Abreu, Jose	CWS	1B	33	159	634	85	180	38	1	33	123	2	2	36	152	0.284	0.33	0.503	0.833	16000000
Acuna, Ronald	ATL	LF	23	156	626	127	175	22	2	41	101	37	9	76	188	0.28	0.365	0.518	0.883	560000
Adames, Willy	TB	SS	25	152	531	69	135	25	1	20	52	4	2	46	153	0.254	0.317	0.418	0.735	562400
Adams, Matt	WSH	1B	32	111	310	42	70	14	0	20	56	0	0	20	115	0.226	0.276	0.465	0.741	4000000
Adrianza, Ehire	MIN	SS	31	84	202	34	55	8	3	5	22	0	2	20	40	0.272	0.349	0.416	0.765	1300000
Aguilar, Jesus	MIL	1B	30	94	222	26	50	9	0	8	34	0	0	31	59	0.225	0.32	0.374	0.694	637500