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Use the data below to run a multiple regression. Does the VIF on the LPR FEM coefficient indicate that mulitcollinearity is a problem? YES or

Use the data below to run a multiple regression. Does the VIF on the LPR FEM coefficient indicate that mulitcollinearity is a problem? YES or NO?

College Graduation and Other State Characteristics (n = 50, k = 8)

omit

State ColGrad% Dropout EdSpend Metro% Age LPRFem Neast Seast West Midwest

AL 19.8 19.1 1221 89.2 37.4 55.8 0 1 0 0

AK 28.7 8.3 2187 74.7 33.9 65.6 0 0 1 0

AZ 27.9 14.3 1137 96.7 34.5 57.4 0 0 1 0

AR 17.5 18.6 1158 78.8 37.0 54.9 0 1 0 0

CA 30.4 19.7 1657 99.3 34.4 57.6 0 0 1 0

CO 35.4 10.8 1599 91.6 34.7 65.3 0 0 1 0

CT 36.9 10.0 2142 100.0 39.3 60.0 1 0 0 0

DE 25.6 13.2 1687 100.0 37.9 61.1 1 0 0 0

FL 25.5 13.2 1286 97.8 39.5 55.4 0 1 0 0

GA 26.9 14.3 1648 91.0 34.3 59.2 0 1 0 0

HI 30.6 12.7 1347 100.0 38.5 60.1 0 0 1 0

ID 25.9 10.9 1244 86.1 34.6 61.3 0 0 1 0

IL 29.5 12.7 2334 95.2 35.6 59.7 0 0 0 1

IN 22.5 12.8 1644 94.1 36.1 61.0 0 0 0 1

IA 24.5 10.1 1407 72.4 38.6 65.4 0 0 0 1

KS 30.4 8.6 1418 84.7 36.1 64.5 0 0 0 1

KY 19.0 21.1 1263 75.6 37.5 55.4 0 1 0 0

LA 19.7 19.8 1367 93.2 35.4 54.9 0 1 0 0

ME 24.2 12.8 1716 70.5 41.2 61.0 1 0 0 0

MD 36.3 13.0 1627 98.5 37.1 62.3 1 0 0 0

MA 36.8 12.5 1807 99.6 38.2 61.9 1 0 0 0

MI 24.6 11.5 1880 92.1 36.9 59.7 0 0 0 1

MN 34.3 7.3 1860 87.2 36.7 69.0 0 0 0 1

MS 21.9 20.1 1178 77.8 35.5 55.5 0 1 0 0

MO 24.9 14.6 1288 86.2 37.4 62.7 0 0 0 1

MT 25.4 7.9 1312 64.8 40.2 62.0 0 0 1 0

NE 25.1 10.3 1373 79.7 36.2 68.5 0 0 0 1

NV 23.5 13.4 1516 98.0 35.2 59.3 0 0 1 0

NH 32.8 8.1 1632 96.4 39.5 64.7 1 0 0 0

NJ 36.3 13.0 1903 100.0 38.0 58.4 1 0 0 0

NM 27.2 19.0 1608 95.9 36.2 57.5 0 0 1 0

NY 30.3 14.4 2046 97.7 37.5 56.2 1 0 0 0

NC 25.4 16.0 1233 91.7 36.2 58.8 0 1 0 0

ND 27.2 10.0 1316 69.2 39.1 67.6 0 0 0 1

OH 22.9 12.1 1667 95.5 37.6 60.4 0 0 0 1

OK 24.0 14.8 1163 84.2 36.5 57.6 0 0 0 1

OR 29.1 11.3 1384 96.1 37.0 59.0 0 0 1 0

PA 25.8 13.7 1617 96.9 39.7 58.1 1 0 0 0

RI 29.2 16.0 1594 100.0 38.4 61.7 1 0 0 0

SC 24.2 17.0 1422 93.5 37.1 59.5 0 1 0 0

SD 25.1 11.5 1329 71.3 37.0 69.4 0 0 0 1

TN 21.6 18.2 1079 89.5 37.3 57.4 0 1 0 0

TX 25.4 21.8 1696 93.8 33.2 58.2 0 0 1 0

UT 29.8 7.3 1319 94.8 28.5 62.7 0 0 1 0

VT 34.4 10.0 1948 73.7 40.7 65.8 1 0 0 0

VA 30.7 13.9 1631 89.1 37.2 60.8 0 1 0 0

WA 30.9 8.5 1561 96.4 36.7 61.2 0 0 1 0

WV 15.1 17.6 1538 75.0 40.7 49.1 0 1 0 0

WI 25.1 9.5 1792 85.9 37.9 66.6 0 0 0 1

WY 22.0 9.1 1896 71.5 39.1 65.3 0 0 1 0

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College Graduation and Other State Characteristics (n = 50, k = 8)
										omit
State	ColGrad%	Dropout	EdSpend	Metro%	Age	LPRFem	Neast	Seast	West	Midwest
AL	19.8	19.1	1221	89.2	37.4	55.8	0	1	0	0
AK	28.7	8.3	2187	74.7	33.9	65.6	0	0	1	0
AZ	27.9	14.3	1137	96.7	34.5	57.4	0	0	1	0
AR	17.5	18.6	1158	78.8	37.0	54.9	0	1	0	0
CA	30.4	19.7	1657	99.3	34.4	57.6	0	0	1	0
CO	35.4	10.8	1599	91.6	34.7	65.3	0	0	1	0
CT	36.9	10.0	2142	100.0	39.3	60.0	1	0	0	0
DE	25.6	13.2	1687	100.0	37.9	61.1	1	0	0	0
FL	25.5	13.2	1286	97.8	39.5	55.4	0	1	0	0
GA	26.9	14.3	1648	91.0	34.3	59.2	0	1	0	0
HI	30.6	12.7	1347	100.0	38.5	60.1	0	0	1	0
ID	25.9	10.9	1244	86.1	34.6	61.3	0	0	1	0
IL	29.5	12.7	2334	95.2	35.6	59.7	0	0	0	1
IN	22.5	12.8	1644	94.1	36.1	61.0	0	0	0	1
IA	24.5	10.1	1407	72.4	38.6	65.4	0	0	0	1
KS	30.4	8.6	1418	84.7	36.1	64.5	0	0	0	1
KY	19.0	21.1	1263	75.6	37.5	55.4	0	1	0	0
LA	19.7	19.8	1367	93.2	35.4	54.9	0	1	0	0
ME	24.2	12.8	1716	70.5	41.2	61.0	1	0	0	0
MD	36.3	13.0	1627	98.5	37.1	62.3	1	0	0	0
MA	36.8	12.5	1807	99.6	38.2	61.9	1	0	0	0
MI	24.6	11.5	1880	92.1	36.9	59.7	0	0	0	1
MN	34.3	7.3	1860	87.2	36.7	69.0	0	0	0	1
MS	21.9	20.1	1178	77.8	35.5	55.5	0	1	0	0
MO	24.9	14.6	1288	86.2	37.4	62.7	0	0	0	1
MT	25.4	7.9	1312	64.8	40.2	62.0	0	0	1	0
NE	25.1	10.3	1373	79.7	36.2	68.5	0	0	0	1
NV	23.5	13.4	1516	98.0	35.2	59.3	0	0	1	0
NH	32.8	8.1	1632	96.4	39.5	64.7	1	0	0	0
NJ	36.3	13.0	1903	100.0	38.0	58.4	1	0	0	0
NM	27.2	19.0	1608	95.9	36.2	57.5	0	0	1	0
NY	30.3	14.4	2046	97.7	37.5	56.2	1	0	0	0
NC	25.4	16.0	1233	91.7	36.2	58.8	0	1	0	0
ND	27.2	10.0	1316	69.2	39.1	67.6	0	0	0	1
OH	22.9	12.1	1667	95.5	37.6	60.4	0	0	0	1
OK	24.0	14.8	1163	84.2	36.5	57.6	0	0	0	1
OR	29.1	11.3	1384	96.1	37.0	59.0	0	0	1	0
PA	25.8	13.7	1617	96.9	39.7	58.1	1	0	0	0
RI	29.2	16.0	1594	100.0	38.4	61.7	1	0	0	0
SC	24.2	17.0	1422	93.5	37.1	59.5	0	1	0	0
SD	25.1	11.5	1329	71.3	37.0	69.4	0	0	0	1
TN	21.6	18.2	1079	89.5	37.3	57.4	0	1	0	0
TX	25.4	21.8	1696	93.8	33.2	58.2	0	0	1	0
UT	29.8	7.3	1319	94.8	28.5	62.7	0	0	1	0
VT	34.4	10.0	1948	73.7	40.7	65.8	1	0	0	0
VA	30.7	13.9	1631	89.1	37.2	60.8	0	1	0	0
WA	30.9	8.5	1561	96.4	36.7	61.2	0	0	1	0
WV	15.1	17.6	1538	75.0	40.7	49.1	0	1	0	0
WI	25.1	9.5	1792	85.9	37.9	66.6	0	0	0	1
WY	22.0	9.1	1896	71.5	39.1	65.3	0	0	1	0