Table 3.
Summary of costs among cohorts identified using methods for handling outliers/influential observations
BP outliers | Winsor02 | Winsor05 | DFBETA03 | DFBETA15 | BP/DFBETA15 | Cook’s distance | |
---|---|---|---|---|---|---|---|
N mean (SD) (range) | |||||||
Overall | |||||||
3,615 | 3,842 | 3,842 | 3,567 | 3,826 | 3,829 | 3,729 | |
37,409 | 36,745 | 35,714 | 33,619 | 37,379 | 37,440 | 34,493 | |
(25,755) | (27,814) | (23,763) | (22,633) | (33,671) | (33,754) | (24,792) | |
(5,310–165,803) | (693–135,659) | (6,255–96,806) | (43–210,530) | (43–679,472) | (43–679,472) | (43–228,199) | |
Stage at diagnosis | |||||||
I | 893 | 1,028 | 1,028 | 914 | 1,020 | 1,022 | 989 |
29,783 | 26,796 | 26,437 | 23,338 | 26,190 | 26,428 | 23,656 | |
(24,578) | (25,489) | (21,321) | (16,513) | (25,192) | (25,742) | (19,622) | |
(5,506–165,803) | (693–135,659) | (6,255–96,806) | (77–116,396) | (77–242,913) | (77–242,913) | (77–160,942) | |
II | 1,141 | 1,181 | 1,181 | 1,119 | 1,178 | 1,179 | 1,140 |
36,547 | 37,074 | 35,725 | 33,710 | 38,406 | 38,416 | 34,312 | |
(25,869) | (27,988) | (23,505) | (22,774) | (38,106) | (38,092) | (24,154) | |
(6,315–153,706) | (693–135,659) | (6,255–96,806) | (43–210,530) | (43–679,472) | (43–679,472) | (43–210,530) | |
III | 866 | 890 | 890 | 850 | 888 | 888 | 868 |
43,976 | 45,170 | 43,750 | 42,160 | 46,821 | 46,821 | 43,495 | |
(24,262) | (26,889) | (22,784) | (22,905) | (36,306) | (36,306) | (25,197) | |
(7,313–164,668) | (693–135,659) | (6,255–96,806) | (120–184,422) | (120–405,892) | (120–405,892) | (120–228,199) | |
IV | 715 | 743 | 743 | 684 | 740 | 740 | 732 |
40,353 | 39,897 | 38,909 | 36,592 | 39,834 | 39,834 | 38,743 | |
(26,198) | (27,589) | (24,214) | (23,825) | (28,470) | (28,470) | (26,055) | |
(5,310–150,985) | (693–135,659) | (6,255–96,806) | (71–150,485) | (71–237,281) | (71–237,281) | (71–150,985) | |
Colectomy | |||||||
No | 334 | 407 | 407 | 297 | 403 | 406 | 393 |
28,911 | 24,285 | 24,531 | 21,071 | 23,380 | 24,058 | 21,947 | |
(23,990) | (24,383) | (21,417) | (15,166) | (22,543) | (24,147) | (20,392) | |
(5,310–162,908) | (693–135,659) | (6,255–96,806) | (90–99,518) | (90–135,659) | (90–162,908) | (90–127,699) | |
Yes | 3,281 | 3,435 | 3,435 | 3,270 | 3,423 | 3,423 | 3,336 |
38,274 | 38,222 | 37,040 | 34,758 | 39,027 | 39,027 | 35,971 | |
(25,775) | (27,829) | (23,681) | (22,855) | (34,377) | (34,377) | (24,849) | |
(5,506–165,803) | (693–135,659) | (6,255–96,806) | (43–210,530) | (43–679,472) | (43–679,472) | (43–228,199) |
BP: box-plot.