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Bronchopulmonary dysplasia (BPD) is a chronic respiratory disease that can occur in infants. The data included in bpd.xlsx are from a study of low birth
Bronchopulmonary dysplasia (BPD) is a chronic respiratory disease that can occur in infants. The data included in bpd.xlsx are from a study of low birth weight infants in a neonatal intensive
care unit. The study was designed to examine the development of BPD by day 28 of life in a sample of 223 infants weighing less than 1750 grams. The data set has the following variables:
- bpd = BPD (1 = yes, 0 = no)
- bweight = birth weight (grams)
- gestage = gestational age (weeks)
- toxemia = mother had toxemia during pregnancy (1 = yes, 0 = no)
The bpd.xlsx data set and SAS will be used to answer the last 4 questions on this exam.
- Getting a feel for the data is an important first step when doing data analysis.
- Provide appropriate descriptive statistics and graphical displays for each of the four variables in the data set for the whole sample of 223 infants.
- BPD is the primary variable of interest for this study. Provide appropriate descriptive statistics for birth weight, gestational age and toxemia status for those infants with and without BPD separately.
- Create plots to visually compare birth weight, gestational age and toxemia status between those infants with and without BPD.
bpd | bweight | gestage | toxemia |
1 | 850 | 27 | 0 |
0 | 1500 | 33 | 0 |
1 | 1360 | 32 | 0 |
0 | 960.000061 | 35 | 1 |
0 | 1560 | 33 | 0 |
0 | 1120 | 29 | 0 |
1 | 810.000061 | 28 | 0 |
0 | 1620.000122 | 32 | 0 |
1 | 1000 | 30 | 0 |
1 | 700 | 26 | 0 |
0 | 1330 | 31 | 0 |
0 | 1410 | 31 | 0 |
1 | 1520 | 31 | 0 |
1 | 910.000061 | 29 | 0 |
0 | 1650 | 33 | 0 |
0 | 1460 | 32 | 0 |
1 | 1000 | 28 | 0 |
1 | 710 | 25 | 0 |
1 | 1220 | 28 | 0 |
1 | 820 | 28 | 0 |
0 | 1060 | 29 | 0 |
0 | 1240 | 30 | 0 |
0 | 1440 | 33 | 0 |
0 | 1470 | 32 | 0 |
0 | 790 | 29 | 0 |
1 | 910.000061 | 29 | 0 |
0 | 1020 | 29 | 0 |
0 | 1340 | 28 | 0 |
0 | 1140 | 34 | 0 |
0 | 1450 | 34 | 0 |
1 | 1670.000122 | 30 | 0 |
0 | 1690 | 33 | 0 |
0 | 950 | 31 | 0 |
1 | 810.000061 | 29 | 0 |
1 | 730 | 27 | 1 |
1 | 730 | 26 | 0 |
1 | 650 | 30 | 0 |
0 | 900 | 26 | 0 |
0 | 1690 | 32 | 0 |
0 | 1200 | 28 | 0 |
1 | 700 | 26 | 0 |
1 | 750 | 29 | 0 |
1 | 1000 | 31 | 0 |
0 | 1500 | 31 | 0 |
1 | 1310 | 31 | 0 |
1 | 1310 | 31 | 0 |
1 | 989.999939 | 29 | 0 |
1 | 910.000061 | 28 | 0 |
0 | 1500 | 33 | 0 |
1 | 1030 | 27 | 0 |
1 | 1000 | 28 | 0 |
0 | 1300 | 30 | 0 |
0 | 1560 | 32 | 0 |
0 | 1040 | 29 | 0 |
1 | 760 | 27 | 0 |
0 | 740 | 28 | 1 |
1 | 930 | 28 | 0 |
1 | 860.000061 | 28 | 0 |
1 | 880 | 30 | 0 |
1 | 860.000061 | 29 | 0 |
0 | 930 | 30 | 0 |
0 | 850 | 30 | 0 |
0 | 889.999939 | 27 | 0 |
1 | 1560 | 30 | 0 |
1 | 1560 | 32 | 0 |
0 | 880 | 31 | 1 |
0 | 1629.999878 | 32 | 0 |
0 | 1550 | 32 | 0 |
0 | 1130 | 30 | 0 |
0 | 1180 | 30 | 0 |
0 | 935.999939 | 27 | 1 |
0 | 1360 | 30 | 0 |
0 | 1000 | 27 | 0 |
0 | 1170 | 29 | 0 |
0 | 1160 | 30 | 0 |
0 | 1570 | 33 | 0 |
0 | 1540 | 33 | 0 |
0 | 889.999939 | 28 | 0 |
0 | 1030 | 30 | 0 |
1 | 1200 | 30 | 0 |
1 | 650 | 26 | 0 |
0 | 1729.999878 | 34 | 0 |
0 | 1370 | 33 | 0 |
0 | 1670.000122 | 36 | 0 |
0 | 1530 | 34 | 0 |
1 | 1600 | 33 | 1 |
1 | 650 | 28 | 0 |
0 | 1530 | 33 | 0 |
0 | 1600 | 36 | 0 |
0 | 1510 | 33 | 0 |
0 | 1260 | 31 | 0 |
0 | 1320 | 31 | 0 |
0 | 1330 | 32 | 0 |
0 | 1720.000122 | 32 | 0 |
0 | 1500 | 30 | 0 |
1 | 570 | 27 | 0 |
0 | 870 | 29 | 0 |
0 | 1320 | 30 | 0 |
1 | 1420 | 30 | 0 |
1 | 860.000061 | 27 | 0 |
0 | 1500 | 31 | 0 |
0 | 1610 | 34 | 0 |
1 | 1600 | 33 | 0 |
0 | 1310 | 29 | 0 |
1 | 1580 | 30 | 0 |
1 | 1060 | 29 | 0 |
1 | 889.999939 | 26 | 0 |
1 | 870 | 30 | 0 |
0 | 820 | 29 | 1 |
0 | 1700 | 32 | 0 |
1 | 800 | 26 | 0 |
1 | 1020 | 28 | 0 |
0 | 1180 | 31 | 1 |
1 | 700 | 25 | 1 |
0 | 790 | 29 | 0 |
1 | 850 | 27 | 0 |
0 | 1400 | 32 | 0 |
0 | 1280 | 32 | 0 |
0 | 1190 | 32 | 1 |
1 | 880 | 28 | 0 |
1 | 930 | 30 | 0 |
0 | 1040 | 33 | 0 |
0 | 1030 | 32 | 0 |
0 | 1350 | 33 | 1 |
1 | 1030 | 26 | 0 |
1 | 550 | 25 | 1 |
0 | 1070 | 33 | 0 |
0 | 1490 | 30 | 0 |
0 | 1000 | 29 | 0 |
0 | 1530 | 31 | 0 |
1 | 760 | 26 | 0 |
0 | 1470 | 33 | 0 |
1 | 989.999939 | 29 | 0 |
1 | 860.000061 | 30 | 0 |
1 | 870 | 29 | 0 |
1 | 1050 | 29 | 1 |
1 | 1040 | 28 | 0 |
0 | 1400 | 29 | 1 |
0 | 730 | 31 | 0 |
0 | 1240 | 34 | 0 |
0 | 1000 | 29 | 0 |
0 | 1660 | 31 | 0 |
1 | 1060 | 30 | 0 |
0 | 1050 | 28 | 0 |
0 | 1520 | 31 | 1 |
1 | 820 | 26 | 0 |
0 | 1380 | 32 | 1 |
0 | 1250 | 32 | 0 |
0 | 1020 | 32 | 1 |
0 | 1200 | 30 | 0 |
0 | 1260 | 30 | 0 |
0 | 1120 | 30 | 0 |
1 | 1350 | 31 | 0 |
0 | 1330 | 30 | 0 |
0 | 1340 | 30 | 1 |
0 | 1590 | 30 | 1 |
0 | 1370 | 33 | 0 |
0 | 1650 | 33 | 0 |
0 | 1550 | 33 | 1 |
1 | 770 | 26 | 0 |
1 | 870 | 28 | 0 |
0 | 1120 | 31 | 1 |
1 | 820 | 26 | 0 |
1 | 450 | 28 | 1 |
0 | 520 | 28 | 1 |
1 | 850 | 30 | 0 |
0 | 1230 | 32 | 1 |
0 | 1520 | 33 | 0 |
0 | 1370 | 32 | 0 |
0 | 1430 | 30 | 0 |
0 | 980 | 29 | 0 |
0 | 1090 | 28 | 0 |
0 | 1720.000122 | 32 | 0 |
0 | 1350 | 28 | 0 |
1 | 910.000061 | 29 | 0 |
1 | 860.000061 | 28 | 0 |
0 | 1720.000122 | 30 | 0 |
1 | 750 | 27 | 0 |
0 | 740 | 27 | 0 |
1 | 900 | 29 | 0 |
0 | 820 | 28 | 0 |
0 | 960.000061 | 29 | 0 |
0 | 1020 | 33 | 0 |
0 | 1150 | 32 | 0 |
0 | 1040 | 29 | 1 |
0 | 1280 | 32 | 0 |
0 | 1090 | 29 | 0 |
0 | 1110 | 28 | 0 |
0 | 1430 | 29 | 0 |
0 | 1600 | 34 | 0 |
0 | 1629.999878 | 32 | 0 |
0 | 1670.000122 | 31 | 1 |
1 | 839.999939 | 30 | 0 |
0 | 1420 | 32 | 0 |
0 | 1560 | 37 | 0 |
0 | 1500 | 29 | 0 |
0 | 1020 | 28 | 0 |
0 | 1650 | 32 | 0 |
0 | 1180 | 32 | 0 |
0 | 1100 | 28 | 0 |
0 | 1410 | 30 | 0 |
0 | 1720.000122 | 34 | 0 |
0 | 1070 | 30 | 0 |
0 | 1200 | 29 | 0 |
0 | 1679.999878 | 30 | 0 |
1 | 845 | 26 | 0 |
0 | 1340 | 29 | 0 |
0 | 800 | 34 | 0 |
0 | 970 | 31 | 1 |
0 | 950 | 31 | 0 |
0 | 1560 | 36 | 0 |
1 | 839.999939 | 31 | 0 |
0 | 1400 | 30 | 0 |
1 | 665 | 27 | 0 |
0 | 1600 | 31 | 0 |
0 | 1679.999878 | 32 | 0 |
0 | 1640 | 31 | 1 |
0 | 1120 | 28 | 1 |
1 | 700 | 27 | 0 |
0 | 1380 | 33 | 0 |
0 | 989.999939 | 30 | 0 |
0 | 1220 | 29 | 0 |
0 | 1480 | 32 | 0 |
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