Handling Missing Data in Clinical Trials: An Overview
Tóm tắt
Từ khóa
Tài liệu tham khảo
Lavori PW, Dawson R, Shera D. A multiple imputation strategy for clinical trials with truncation of patient data. Stat Med. 1995;14:1913–1925.
Little RJA. Modeling the drop-out mechanism in repeated-measures studies. J Am Stat Assoc. 1995; 90:1112–1121.
Little RJA, Rubin DB. Statistical Analysis with Missing Data. New York: John Wiley & Sons; 1987.
Little RJA. A test of missing completely at random for multivariate data with missing values. J Am Stat Assoc. 1988;83:1198–1202.
Murray GD, Findlay JG. Correcting for the bias caused by drop-outs in hypertension trials. Stat Med. 1988;7:941–946.
Diggle P, Kenward MG. Informative dropout in longitudinal data analysis (with discussion). Appl Stat. 1994;43:49–94.
Park T, Davis CS. A test of the missing data mechanism for repeated categorical data. Biometrics. 1993; 49:631–638.
Little RJA, Schenker N. Handbook of Statistical Methodology—Missing Data. New York: Plenum Press; 1995.
Heyting A, Tolboom J, Essers J. Statistical handling of drop-outs in longitudinal clinical trials. Stat Med. 1992;11:2043–2061.
Robins JM, Rotnitzky A, Zhao LP. Analysis of semi-parametric regression models for repeated outcomes in the presence of missing data. J Am Stat Assoc. 1995;90:106–121.
Brown B. A test for the difference between two treatments in a continuous measure of outcome when there are dropouts. Controll Clini Trials. 1992;13: 213–225.
Paik MC. The generalized estimating equation approach when data are not missing completely at random. J Am Stat Assoc. 1997;92:1320–1329.
Rubin DB. Multiple imputations in sample surveys—A phenomenological Bayesian approach to nonresponse. Imputation and Editing of Faulty or Missing Survey Data. U.S. Department of Commerce. 1978:1–23.
Rubin DB, Schenker N. Multiple imputation in health-care databases: An overview and some applications. Stat Med. 1991;10:585–598.
SOLAS for Missing Data Analysis 1.0. Statistical Solutions, Ltd. 1997.
Gould AL. A new approach to the analysis of clinical drug trials with withdrawals. Biometrics. 1980;36: 721–727.
Cornell RG. Handling dropouts and related issues—Statistical methodology in the pharmaceutical sciences. Marcel Dekker, Inc. 1990;271–289.
Shih WJ, Quan H. Testing for treatment differences with dropouts present in clinical trials—A composite approach. Stat Med. 1997;16:1225–1239.
Dawson JD, Lagakos SW. Size and power of two-sample tests of repeated measures data. Biometrics. 1993;49:1022–1032.