Covariate adjustment of treatment effects in clinical trials

作者: Paul L. Canner

DOI: 10.1016/0197-2456(91)90016-F

关键词:

摘要: Abstract It has been previously shown that the magnitude of adjustment a treatment effect Z value for baseline covariate depends on both degree disparity between groups and correlation outcome variable. In this article, is further explored tabulated variety situations. Theoretically, may be great, example, from = 3.0 unadjusted to 13.1 adjusted, or 2.0 − 1.6 adjusted. However, in more practically realistic situations will generally fall range 1 2 standard error units, when as great ± 3. If there perfect comparability with respect covariate, still sizable difference adjusted effect, almost always greater absolute than value.

参考文章(15)
G J Prud'homme, P L Canner, F Ederer, L I Rand, Factors influencing the development of visual loss in advanced diabetic retinopathy. Diabetic Retinopathy Study (DRS) Report No. 10. Investigative Ophthalmology & Visual Science. ,vol. 26, pp. 983- 991 ,(1985)
DAVID S. CANNOM, D. CRAIG MILLER, NORMAN E. SHUMWAY, THOMAS J. FOGARTY, PAT O. DAILY, MARIE HU, BYRON BROWN, DONALD C. HARRISON, The Long-Term Follow-Up of Patients Undergoing Saphenous Vein Bypass Surgery Circulation. ,vol. 49, pp. 77- 85 ,(1974) , 10.1161/01.CIR.49.1.77
Paul L. Canner, Further aspects of data analysis Controlled Clinical Trials. ,vol. 4, pp. 485- 503 ,(1983) , 10.1016/0197-2456(83)90030-2
Michael L. Beach, Paul Meier, Choosing covariates in the analysis of clinical trials. Controlled Clinical Trials. ,vol. 10, pp. 161- 175 ,(1989) , 10.1016/0197-2456(89)90055-X
S. J. Senn, Covariate imbalance and random allocation in clinical trials Statistics in Medicine. ,vol. 8, pp. 467- 475 ,(1989) , 10.1002/SIM.4780080410
Paul Meier, Donald J. Ferguson, Theodore Karrison, A controlled trial of extended radical mastectomy. Cancer. ,vol. 55, pp. 880- 891 ,(1985) , 10.1002/1097-0142(19850215)55:4<880::AID-CNCR2820550429>3.0.CO;2-4
NICHOLAS E. DAY, DAVID P. BYAR, SYLVAN B. GREEN, OVERADJUSTMENT IN CASE-CONTROL STUDIES American Journal of Epidemiology. ,vol. 112, pp. 696- 706 ,(1980) , 10.1093/OXFORDJOURNALS.AJE.A113042