The attached file has data on 120 applicants to a college from 1 year ago The data includes the students high school GPA and SAT score along with an indicator as whether they were offered admission (1 yes) A data analyst in the admissions department wants to develop a classification model to evaluate the probability new students will be admitted Run a logistic regression model on the complete data set What is the coefficient for GPA Admit GPA SAT 1 3 10 1550 0 2 70 1360 1 2 60 1470 1 3 70 1450 1 3 10 1500 1 4 00 1440 1 3 40 1510 0 2 80 1120 1 4 20 1090 0 2 60 1300 1 3 20 1420 0 3 40 1270 1 4 30 1370 1 3 60 1400 0 3 10 1290 1 4 50 1330 1 4 20 1480 1 2 50 1520 1 2 60 1530 1 2 60 1510 0 3 40 1250 0 3 70 1120 1 3 30 1530 1 3 20 1590 1 3 50 1400 0 3 90 1280 1 4 30 1240 1 3 20 1220 0 2 50 1210 1 3 60 1580 1 4 40 1220 1 4 50 1460 0 2 60 1300 0 2 60 1180 0 2 60 1450 1 4 20 1460 1 3 50 1460 0 4 20 1060 0 3 20 1040 0 3 30 1500 1 2 80 1530 0 3 90 1310 1 3 00 1360 1 3 00 1270 1 3 00 1550 1 3 50 1080 1 3 40 1360 1 4 30 1330 0 3 20 1060 1 2 60 1430 0 3 10 1510 0 3 00 1070 1 4 20 1320 1 3 40 1280 0 3 20 1240 1 2 80 1480 0 3 30 1010 0 2 90 1150 1 4 30 1330 0 2 60 1470 1 4 30 1380 1 3 50 1440 1 4 00 1220 0 3 80 1220 1 2 80 1100 0 2 90 1130 1 2 70 1050 1 4 40 1010 0 4 20 1140 0 3 80 1010 1 4 50 1200 0 4 30 1380 0 4 20 1450 1 2 80 1180 1 4 40 1100 1 2 70 1340 1 4 20 1130 1 3 60 1520 1 3 20 1590 1 3 80 1330 1 2 60 1480 0 2 70 1240 0 3 50 1150 0 4 10 1200 0 4 10 1160 0 3 40 1000 0 2 90 1170 1 3 70 1030 1 2 80 1210 0 2 80 1070 1 3 30 1340 0 2 80 1290 1 3 20 1500 0 3 30 1040 1 3 80 1330 1 3 00 1350 1 3 60 1420 0 3 60 1010 1 4 20 1410 1 4 10 1050 0 4 40 1050 1 3 70 1570 0 3 80 1080 0 3 00 1070 1 2 80 1420 1 3 60 1460 1 4 00 1400 1 2 60 1560 0 2 90 1090 0 3 50 1050 1 4 00 1280 1 4 20 1240 0 3 60 1120 1 2 90 1560 1 3 30 1470 1 3 50 1440 0 3 90 1080 0 3 50 1310 0 3 30 1550 1 4 40 1320

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Question: The attached file has data on 120 applicants to a college from 1 year ago. The data includes the students high school GPA and SAT

The attached file has data on 120 applicants to a college from 1 year ago. The data includes the students high school GPA and SAT score along with an indicator as whether they were offered admission (1 = yes) A data analyst in the admissions department wants to develop a classification model to evaluate the probability new students will be admitted. Run a logistic regression model on the complete data set.

What is the coefficient for GPA?

Admit	GPA	SAT
1	3.10	1550
0	2.70	1360
1	2.60	1470
1	3.70	1450
1	3.10	1500
1	4.00	1440
1	3.40	1510
0	2.80	1120
1	4.20	1090
0	2.60	1300
1	3.20	1420
0	3.40	1270
1	4.30	1370
1	3.60	1400
0	3.10	1290
1	4.50	1330
1	4.20	1480
1	2.50	1520
1	2.60	1530
1	2.60	1510
0	3.40	1250
0	3.70	1120
1	3.30	1530
1	3.20	1590
1	3.50	1400
0	3.90	1280
1	4.30	1240
1	3.20	1220
0	2.50	1210
1	3.60	1580
1	4.40	1220
1	4.50	1460
0	2.60	1300
0	2.60	1180
0	2.60	1450
1	4.20	1460
1	3.50	1460
0	4.20	1060
0	3.20	1040
0	3.30	1500
1	2.80	1530
0	3.90	1310
1	3.00	1360
1	3.00	1270
1	3.00	1550
1	3.50	1080
1	3.40	1360
1	4.30	1330
0	3.20	1060
1	2.60	1430
0	3.10	1510
0	3.00	1070
1	4.20	1320
1	3.40	1280
0	3.20	1240
1	2.80	1480
0	3.30	1010
0	2.90	1150
1	4.30	1330
0	2.60	1470
1	4.30	1380
1	3.50	1440
1	4.00	1220
0	3.80	1220
1	2.80	1100
0	2.90	1130
1	2.70	1050
1	4.40	1010
0	4.20	1140
0	3.80	1010
1	4.50	1200
0	4.30	1380
0	4.20	1450
1	2.80	1180
1	4.40	1100
1	2.70	1340
1	4.20	1130
1	3.60	1520
1	3.20	1590
1	3.80	1330
1	2.60	1480
0	2.70	1240
0	3.50	1150
0	4.10	1200
0	4.10	1160
0	3.40	1000
0	2.90	1170
1	3.70	1030
1	2.80	1210
0	2.80	1070
1	3.30	1340
0	2.80	1290
1	3.20	1500
0	3.30	1040
1	3.80	1330
1	3.00	1350
1	3.60	1420
0	3.60	1010
1	4.20	1410
1	4.10	1050
0	4.40	1050
1	3.70	1570
0	3.80	1080
0	3.00	1070
1	2.80	1420
1	3.60	1460
1	4.00	1400
1	2.60	1560
0	2.90	1090
0	3.50	1050
1	4.00	1280
1	4.20	1240
0	3.60	1120
1	2.90	1560
1	3.30	1470
1	3.50	1440
0	3.90	1080
0	3.50	1310
0	3.30	1550
1	4.40	1320

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