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College Graduation and Other State Characteristics (n = 50, k = 8) omit State ColGrad% Dropout EdSpend Metro%

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


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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



For dataset  "ColGrads" (Data set E on Page 592), answer the questions below:

 

a.       State your a priori hypotheses about the sign (+ or -) of each predictor

c.       Generate a correlation matrix for your predictors.

d.       Perform the regression and detail your steps of eliminating variables.

e.       Provide the output of the final regression.

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