Lecture 15

The data are data I analyzed long ago for Dr. David Jackson about the prediction of Down Syndrome from fetal ultrasound measurements.

Raw Data:

BPD(Down) FEMUR(Down) BPD(noAmnio) FEMUR(noAmnio) BPD(normal) FEMUR(normal)
38 19 42 24 20.0 8.0
33 23 45 30 19.0 7.0
33 19 37 22 21.0 10.0
46 32 31 20 17.0 8.0
47 27 59 42 21.0 9.0
45 28 55 38 20.0 7.0
39 27 20 7 20.0 7.0
41 21 41 29 19.0 5.0
32 20 42 27 27.0 13.0
32 17 44 28 26.0 13.0
32 17 47 31 25.0 14.0
30 17 32 18 26.0 10.0
39 25 45 33 24.0 9.0
37 22 34 19 25.0 13.0
44 29 24 11 25.0 10.0
33 17 51 35 25.0 11.0
18 7 41 23 28.9 17.2
41 25 44 29 29.3 13.2
* * 20 8 29.0 15.0
* * 43 30 31.0 18.0
* * 28 16 29.0 17.0
* * 24 12 26.0 17.0
* * 53 38 30.0 18.0
* * 36 23 31.0 18.0
* * 26 13 28.0 14.0
* * 40 24 29.0 17.0
* * 43 27 29.0 16.0
* * 50 36 30.0 16.0
* * 50 35 30.0 17.0
* * 36 21 27.0 14.0
* * 43 27 32.0 19.0
* * 39 29 33.0 17.0
* * 35 20 29.0 15.0
* * 40 26 32.0 18.0
* * 48 32 31.0 19.0
* * 53 38 32.0 17.0
* * 43 29 30.0 17.0
* * 36 26 31.0 19.0
* * 46 30 32.0 17.0
* * 40 27 28.0 15.0
* * 47 31 31.0 16.0
* * 24 13 32.0 17.0
* * 47 31 30.0 16.0
* * 43 27 31.0 16.0
* * 55 37 32.0 18.0
* * 35 20 31.0 17.0
* * 50 35 31.0 16.0
* * 48 33 31.0 15.0
* * 29 16 29.0 14.0
* * 40 24 31.0 16.0
* * 53 38 33.0 17.0
* * 41 27 31.0 16.0
* * 42 28 33.0 15.0
* * 27 15 31.0 18.0
* * 24 9 25.0 14.0
* * 35 19 28.0 13.0
* * 39 27 31.0 15.0
* * 38 24 28.0 15.0
* * 53 41 31.0 16.0
* * 32 17 33.0 18.0
* * 31 18 27.0 17.0
* * 45 28 34.0 18.0
* * 42 26 34.0 21.0
* * 25 11 34.0 20.0
* * 35 24 32.0 19.0
* * 37 22 33.0 20.0
* * 29 17 33.0 21.0
* * 54 44 33.0 18.0
* * 51 35 32.0 20.0
* * 40 29 34.0 17.0
* * 42 28 34.0 19.0
* * 40 26 36.0 18.0
* * 20 8 34.0 20.0
* * 25 15 34.0 20.0
* * 45 31 33.0 20.0
* * 47 34 34.0 18.0
* * 43 30 34.0 21.0
* * 42 31 33.0 18.0
* * 50 35 35.0 22.0
* * 22 9 36.0 19.0
* * 33 20 31.0 22.0
* * 60 41 34.0 18.0
* * 42 26 33.0 17.0
* * 49 35 32.0 17.0
* * 33 20 35.0 18.0
* * 40 26 36.0 21.0
* * 39 28 32.0 20.0
* * 37 23 36.0 21.0
* * 34 22 32.0 18.0
* * 39 26 32.0 18.0
* * 44 27 36.0 21.0
* * 54 41 34.0 18.0
* * 53 42 34.0 20.0
* * 45 32 31.0 19.0
* * 32 22 33.0 18.0
* * 43 26 35.0 20.0
* * 45 32 33.0 19.0
* * 37 21 34.0 18.0
* * 51 39 34.0 20.0
* * 41 26 37.0 20.0
* * 33 19 37.0 17.0
* * 43 26 35.0 18.0
* * 43 29 34.0 19.0
* * 21 9 34.0 17.0
* * 40 25 36.0 22.0
* * 47 35 35.0 18.0
* * 51 41 35.0 21.0
* * 35 20 31.0 18.0
* * 48 33 34.0 20.0
* * 43 29 33.0 22.0
* * 43 27 35.0 22.0
* * 39 25 32.0 22.0
* * 37 20 33.0 18.0
* * 31 17 35.0 20.0
* * 44 28 35.0 20.0
* * 50 36 37.0 21.0
* * 52 34 34.0 21.0
* * 44 29 37.0 22.0
* * 35 22 39.0 23.0
* * 56 41 39.0 26.0
* * 31 18 36.0 25.0
* * 33 16 36.0 23.0
* * 57 37 38.0 25.0
* * 38 27 38.0 25.0
* * 48 34 40.0 24.0
* * 44 32 38.0 23.0
* * 28 16 37.0 21.0
* * 61 44 40.0 26.0
* * 48 30 37.0 23.0
* * 36 22 37.0 21.0
* * 44 28 36.0 25.0
* * 20 7 35.0 25.0
* * 57 40 38.0 21.0
* * 48 33 44.0 25.0
* * 44 30 45.0 27.0
* * 22 9 40.0 24.0
* * 20 9 41.0 29.0
* * 48 32 43.0 30.0
* * 46 30 43.0 28.0
* * 46 35 40.0 28.0
* * 48 37 43.0 29.0
* * 36 22 44.0 26.0
* * 44 29 43.0 29.0
* * 37 23 41.0 27.0
* * 40 25 44.0 25.0
* * 41 31 40.0 30.0
* * 48 37 47.0 28.0
* * 25 13 40.0 27.0
* * 30 17 40.0 28.0
* * 45 30 39.0 28.0
* * 37 24 41.0 28.0
* * 52 37 41.0 29.0
* * 60 39 43.0 28.0
* * * * 44.0 29.0
* * * * 41.0 29.0
* * * * 45.0 29.0
* * * * 43.0 29.0
* * * * 45.0 31.0
* * * * 46.0 30.0
* * * * 43.0 31.0
* * * * 45.0 31.0
* * * * 45.0 28.0
* * * * 45.0 31.0
* * * * 46.0 28.0
* * * * 45.0 32.0
* * * * 52.0 33.0
* * * * 47.0 33.0
* * * * 49.0 34.0
* * * * 51.0 34.0
* * * * 50.0 33.0
* * * * 49.0 36.0
* * * * 48.0 33.0
* * * * 48.0 38.0
* * * * 52.0 36.0
* * * * 51.0 38.0
* * * * 49.0 37.0
* * * * 51.0 34.0
* * * * 57.0 40.0
* * * * 58.0 38.0
* * * * 58.0 42.0
* * * * 59.0 41.0
* * * * 58.0 42.0
* * * * 39.0 24.0
* * * * 29.0 15.0
* * * * 31.0 20.0
* * * * 34.0 19.0
* * * * 35.0 18.0
* * * * 35.0 20.0
* * * * 31.0 16.0
* * * * 30.0 21.0
* * * * 44.0 31.0
* * * * 33.0 20.0
* * * * 37.0 26.0
* * * * 20.0 10.0
* * * * 36.0 20.0
* * * * 27.0 17.0
* * * * 50.0 37.0
* * * * 33.0 18.0
* * * * 38.0 25.0
* * * * 44.0 28.0
* * * * 28.0 15.0
* * * * 46.0 30.0
* * * * 34.0 25.0
* * * * 28.0 13.0
* * * * 38.0 22.0
* * * * 46.0 30.0
* * * * 34.0 20.0
* * * * 34.0 23.0
* * * * 37.0 23.0
* * * * 34.0 20.0
* * * * 32.0 17.0
* * * * 25.0 9.0
* * * * 36.0 27.0
* * * * 40.0 24.0
* * * * 31.0 21.0
* * * * 36.0 24.0
* * * * 35.0 21.0
* * * * 37.0 24.0
* * * * 35.0 20.0
* * * * 30.0 17.0
* * * * 39.0 25.0
* * * * 37.0 21.0
* * * * 38.0 24.0
* * * * 32.0 18.0
* * * * 36.0 19.0
* * * * 20.0 9.0
* * * * 52.0 37.0
* * * * 24.0 11.0
* * * * 32.0 19.0
* * * * 37.0 22.0
* * * * 24.0 14.0
* * * * 41.0 25.0
* * * * 37.0 23.0
* * * * 38.0 28.0
* * * * 34.0 18.0
* * * * 34.0 17.0
* * * * 33.0 19.0
* * * * 21.0 9.0
* * * * 35.0 18.0
* * * * 31.0 18.0
* * * * 43.0 28.0
* * * * 33.0 17.0
* * * * 32.0 21.0
* * * * 42.0 26.0
* * * * 24.0 10.0
* * * * 38.0 19.0
* * * * 36.0 22.0
* * * * 33.0 17.0
* * * * 59.0 43.0
* * * * 43.0 26.0
* * * * 36.0 22.0
* * * * 52.0 32.0
* * * * 38.0 25.0
* * * * 49.0 32.0
* * * * 31.0 18.0
* * * * 38.0 24.0
* * * * 31.0 18.0
* * * * 41.0 26.0
* * * * 43.0 28.0
* * * * 42.0 24.0
* * * * 36.0 22.0
* * * * 42.0 26.0
* * * * 25.0 12.0
* * * * 32.0 19.0
* * * * 34.0 19.0
* * * * 37.0 21.0
* * * * 25.0 15.0
* * * * 31.0 15.0
* * * * 21.0 9.0
* * * * 22.0 12.0
* * * * 46.0 29.0
* * * * 33.0 20.0
* * * * 46.0 31.0
* * * * 38.0 22.0
* * * * 29.0 16.0
* * * * 34.0 21.0
* * * * 45.0 27.0
* * * * 54.0 40.0
* * * * 27.0 17.0
* * * * 22.0 10.0
* * * * 34.0 22.0
* * * * 31.0 21.0
* * * * 34.0 19.0
* * * * 47.0 33.0
* * * * 38.0 25.0
* * * * 56.0 39.0
* * * * 24.0 11.0
* * * * 32.0 19.0
* * * * 38.0 23.0
* * * * 29.0 14.0
* * * * 22.0 9.0
* * * * 50.0 35.0
* * * * 28.0 17.0
* * * * 12.0 12.0
* * * * 34.0 22.0
* * * * 33.0 20.0
* * * * 32.0 19.0
* * * * 40.0 27.0
* * * * 28.0 14.0
* * * * 32.0 18.0
* * * * 37.0 21.0
* * * * 41.0 27.0
* * * * 34.0 20.0
* * * * 37.0 22.0
* * * * 31.0 15.0
* * * * 38.0 23.0
* * * * 43.0 29.0
* * * * 19.0 7.0
* * * * 22.0 10.0
* * * * 38.0 26.0
* * * * 55.0 38.0
* * * * 32.0 17.0
* * * * 31.0 16.0
* * * * 34.0 22.0
* * * * 45.0 32.0
* * * * 24.0 11.0
* * * * 40.0 21.0
* * * * 33.0 18.0
* * * * 33.0 18.0
* * * * 31.0 15.0
* * * * 34.0 19.0
* * * * 33.0 19.0
* * * * 47.0 35.0
* * * * 53.0 37.0
* * * * 31.0 18.0
* * * * 30.0 20.0
* * * * 43.0 28.0
* * * * 51.0 32.0
* * * * 22.0 10.0
* * * * 33.0 17.0
* * * * 35.0 19.0
* * * * 31.0 17.0
* * * * 34.0 17.0
* * * * 30.0 14.0
* * * * 37.0 18.0
* * * * 42.0 23.0
* * * * 38.0 20.0
* * * * 32.0 19.0
* * * * 25.0 13.0
* * * * 22.0 13.0
* * * * 37.0 22.0
* * * * 42.0 25.0
* * * * 43.0 33.0
* * * * 35.0 19.0
* * * * 33.0 18.0
* * * * 36.0 22.0
* * * * 30.0 15.0
* * * * 31.0 19.0
* * * * 21.0 9.0
* * * * 39.0 27.0
* * * * 34.0 17.0
* * * * 35.0 25.0
* * * * 39.0 24.0
* * * * 20.0 8.0
* * * * 31.0 19.0
* * * * 35.0 20.0
* * * * 42.0 24.0
* * * * 35.0 20.0
* * * * 35.0 20.0
* * * * 36.0 20.0
* * * * 46.0 32.0
* * * * 43.0 29.0
* * * * 21.0 12.0
* * * * 34.0 22.0
* * * * 34.0 23.0
* * * * 35.0 20.0
* * * * 33.0 22.0
* * * * 52.0 35.0
* * * * 22.0 9.0
* * * * 39.0 20.0
* * * * 33.0 19.0
* * * * 33.0 19.0
* * * * 33.0 17.0
* * * * 35.0 21.0
* * * * 34.0 22.0
* * * * 30.0 14.0
* * * * 40.0 32.0
* * * * 41.0 28.0
* * * * 21.0 10.0
* * * * 47.0 34.0
* * * * 19.0 7.0
* * * * 36.0 23.0
* * * * 50.0 38.0
* * * * 35.0 19.0
* * * * 34.0 18.0
* * * * 29.0 15.0
* * * * 23.0 10.0
* * * * 39.0 25.0
* * * * 36.0 22.0
* * * * 43.0 31.0
* * * * 31.0 17.0
* * * * 30.0 17.0
* * * * 41.0 25.0
* * * * 33.0 19.0
* * * * 32.0 20.0
* * * * 37.0 20.0
* * * * 36.0 20.0
* * * * 38.0 20.0
* * * * 33.0 18.0
* * * * 27.0 13.0
* * * * 37.0 22.0
* * * * 42.0 27.0
* * * * 30.0 16.0
* * * * 36.0 22.0
* * * * 21.0 7.0
* * * * 22.0 6.0
* * * * 25.0 10.0
* * * * 24.0 10.0
* * * * 31.0 19.0
* * * * 33.0 19.0
* * * * 29.0 15.0
* * * * 46.0 28.0
* * * * 23.0 9.0
* * * * 22.0 9.0
* * * * 38.0 22.0
* * * * 34.0 18.0
* * * * 40.0 24.0
* * * * 20.0 8.0
* * * * 20.0 8.0
* * * * 18.0 6.0
* * * * 37.0 24.0
* * * * 31.0 18.0
* * * * 44.0 28.0
* * * * 33.0 20.0
* * * * 39.0 24.0
* * * * 31.0 16.0
* * * * 40.0 27.0
* * * * 43.0 28.0
* * * * 49.0 34.0
* * * * 32.0 14.0
* * * * 27.0 14.0
* * * * 33.0 18.0
* * * * 33.0 17.0
* * * * 37.0 18.0
* * * * 30.0 17.0
* * * * 41.0 25.0
* * * * 24.0 11.0
* * * * 43.0 29.0
* * * * 22.0 7.0
* * * * 32.0 17.0
* * * * 54.0 36.0
* * * * 45.0 29.0
* * * * 45.0 29.0
* * * * 30.0 17.0
* * * * 29.0 20.0
* * * * 45.0 30.0
* * * * 34.0 19.0
* * * * 32.0 14.0
* * * * 33.0 22.0
* * * * 38.0 23.0
* * * * 39.0 30.0
* * * * 30.0 17.0
* * * * 36.0 22.0
* * * * 38.0 24.0
* * * * 26.0 13.0
* * * * 34.0 17.0
* * * * 24.0 11.0
* * * * 41.0 28.0
* * * * 25.0 11.0
* * * * 33.0 18.0
* * * * 34.0 18.0
* * * * 33.0 20.0
* * * * 45.0 21.0
* * * * 35.0 21.0
* * * * 27.0 18.0
* * * * 48.0 33.0
* * * * 44.0 27.0
* * * * 21.0 9.0
* * * * 23.0 10.0
* * * * 52.0 36.0
* * * * 33.0 17.0
* * * * 34.0 21.0
* * * * 36.0 23.0
* * * * 34.0 19.0
* * * * 35.0 19.0
* * * * 46.0 36.0
* * * * 32.0 21.0
* * * * 29.0 17.0
* * * * 23.0 9.0
* * * * 37.0 24.0
* * * * 19.0 7.0
* * * * 31.0 15.0
* * * * 35.0 17.0
* * * * 32.0 16.0
* * * * 34.0 20.0
* * * * 34.0 18.0
* * * * 33.0 22.0
* * * * 34.0 20.0
* * * * 36.0 20.0
* * * * 35.0 21.0
* * * * 36.0 23.0
* * * * 38.0 24.0
* * * * 37.0 22.0
* * * * 38.0 23.0
* * * * 48.0 33.0
* * * * 46.0 32.0
* * * * 53.0 36.0
* * * * 45.0 29.0
* * * * 35.0 24.0
* * * * 46.0 29.0
* * * * 34.0 20.0
* * * * 44.0 28.0
* * * * 52.0 40.0
* * * * 50.0 35.0
* * * * 40.0 26.0
* * * * 44.0 31.0
* * * * 30.0 14.0
* * * * 30.0 20.0
* * * * 32.0 21.0
* * * * 32.0 17.0
* * * * 33.0 18.0
* * * * 37.0 21.0
* * * * 37.0 24.0
* * * * 19.0 7.0
* * * * 35.0 20.0
* * * * 37.0 22.0
* * * * 43.0 28.0
* * * * 33.0 17.0
* * * * 32.0 19.0
* * * * 36.0 20.0
* * * * 32.0 20.0
* * * * 35.0 19.0
* * * * 24.0 11.0
* * * * 39.0 22.0
* * * * 38.0 23.0
* * * * 34.0 19.0
* * * * 32.0 17.0
* * * * 29.0 17.0
* * * * 35.0 20.0
* * * * 22.0 8.0
* * * * 45.0 34.0
* * * * 42.0 31.0
* * * * 48.0 33.0
* * * * 42.0 30.0
* * * * 49.0 33.0
* * * * 40.0 27.0
* * * * 35.0 19.0
* * * * 35.0 19.0
* * * * 37.0 21.0
* * * * 39.0 28.0
* * * * 34.0 22.0
* * * * 32.0 18.0
* * * * 34.0 21.0
* * * * 37.0 24.0
* * * * 31.0 18.0
* * * * 38.0 24.0
* * * * 30.0 19.0
* * * * 31.0 17.0
* * * * 33.0 18.0
* * * * 23.0 9.0
* * * * 35.0 19.0
* * * * 34.0 19.0
* * * * 31.0 19.0
* * * * 29.0 17.0
* * * * 47.0 34.0
* * * * 46.0 31.0
* * * * 40.0 23.0
* * * * 30.0 17.0
* * * * 44.0 33.0
* * * * 42.0 28.0
* * * * 48.0 33.0
* * * * 44.0 33.0
* * * * 33.0 18.0
* * * * 41.0 25.0
* * * * 42.0 24.0
* * * * 42.0 34.0
* * * * 46.0 34.0
* * * * 38.0 22.0
* * * * 21.0 12.0
* * * * 25.0 11.0
* * * * 30.0 15.0
* * * * 33.0 19.0
* * * * 39.0 24.0
* * * * 40.0 26.0
* * * * 36.0 20.0
* * * * 36.0 22.0
* * * * 38.0 25.0
* * * * 27.0 11.0
* * * * 32.0 19.0
* * * * 36.0 21.0
* * * * 35.0 20.0
* * * * 36.0 24.0
* * * * 39.0 24.0
* * * * 43.0 25.0
* * * * 41.0 25.0
* * * * 48.0 34.0
* * * * 44.0 29.0
* * * * 34.0 18.0
* * * * 44.0 30.0
* * * * 44.0 32.0
* * * * 40.0 25.0
* * * * 40.0 23.0
* * * * 38.0 22.0
* * * * 28.0 14.0
* * * * 37.0 23.0
* * * * 37.0 26.0
* * * * 21.0 9.0
* * * * 31.0 16.0
* * * * 20.0 8.0
* * * * 33.0 20.0
* * * * 31.0 18.0
* * * * 32.0 16.0
* * * * 33.0 19.0
* * * * 37.0 24.0
* * * * 20.0 8.0
* * * * 34.0 21.0
* * * * 40.0 21.0
* * * * 36.0 21.0
* * * * 50.0 35.0
* * * * 52.0 39.0
* * * * 26.0 14.0
* * * * 32.0 19.0
* * * * 37.0 26.0
* * * * 59.0 38.0
* * * * 36.0 23.0
* * * * 23.0 11.0
* * * * 32.0 17.0
* * * * 35.0 18.0
* * * * 36.0 21.0
* * * * 35.0 19.0
* * * * 34.0 19.0
* * * * 28.0 18.0
* * * * 34.0 20.0
* * * * 33.0 17.0
* * * * 46.0 27.0
* * * * 37.0 24.0
* * * * 34.0 24.0
* * * * 57.0 39.0
* * * * 40.0 25.0
* * * * 33.0 19.0
* * * * 49.0 33.0
* * * * 32.0 23.0
* * * * 45.0 32.0
* * * * 33.0 19.0
* * * * 37.0 24.0
* * * * 40.0 31.0
* * * * 49.0 32.0
* * * * 38.0 24.0
* * * * 38.0 23.0
* * * * 29.0 16.0
* * * * 34.0 20.0
* * * * 20.0 8.0
* * * * 25.0 10.0
* * * * 25.0 10.0
* * * * 33.0 20.0
* * * * 25.0 11.0
* * * * 37.0 24.0
* * * * 33.0 19.0
* * * * 25.0 13.0
* * * * 20.0 9.0
* * * * 39.0 23.0
* * * * 37.0 22.0
* * * * 42.0 28.0
* * * * 33.0 18.0
* * * * 33.0 19.0
* * * * 38.0 26.0
* * * * 33.0 20.0
* * * * 48.0 30.0
* * * * 28.0 16.0
* * * * 43.0 30.0
* * * * 35.0 20.0
* * * * 22.0 8.0
* * * * 21.0 11.0
* * * * 33.0 18.0
* * * * 36.0 26.0
* * * * 31.0 20.0
* * * * 38.0 30.0
* * * * 22.0 10.0
* * * * 32.0 19.0
* * * * 38.0 24.0
* * * * 27.0 12.0
* * * * 49.0 34.0
* * * * 33.0 20.0
* * * * 36.0 19.0
* * * * 32.0 17.0
* * * * 19.0 6.0
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