How do you run a multiple regression analysis on the below dataset with missing data? Home price should be the dependent variable and the rest would be independent variables.

Price	Beds	Baths	Square Feet	Acres	Years Old	DoM
330	3	2	1771	0.23	4	127
416	3	2.5	1884	0.18	16	105
420	3	2	1922	0.29		103
496	4	2.5	1858	0.52	9	39
230	2		1200		21	211
448	3	2	2002	0.18	18	126
160	1		768	0.29	37	67
252	3	2	1160		17
372.6	2	2	1300	0.67		158
378	3	2.75	1816	0.1	18	191
474	4	2.5	1700	0.25	19
165	2		1440	0.45		62
228	4		1598	0.32	14	45
290	4	2	3250	0.5	19	94
290	2	1.75	1040		26	126
312	4		1348	0.11	23	121
320	3	2	2000	1	4	20
384	3	2	2160	0.125	20	54
420	3	2.5	2240	0.25	13	87
235	2	2	1590	0.49	15	54
300	3	2	1456	0.24		172
321	4	2.5	1600		19	16
364	3	2.75	2100	0.125	20	126
518			2016	0.68	23	63
388	3	2	2464	0.96	3	61
190	2		1058	0.5		62
300	2	2	1500	0.25	35	92
330	4	2	2000	0.33	15	45
470	4	2.5	1800	0.24	12	76
530	4		2700	1.2	15	85
660	4		2950	0.67	4	135
524	3		2755	0.23	23