A COMPUTER-PROGRAM FOR NONPARAMETRIC ANALYSIS OF INCOMPLETE REPEATED-MEASURES FROM 2 SAMPLES

被引:6
作者
DAVIS, CS
机构
[1] Department of Preventive Medicine and Environmental Health, University of Iowa College of Medicine, Iowa City, IA 52242
关键词
CORRELATED RESPONSES; DISTRIBUTION-FREE TESTS; LONGITUDINAL DATA; MISSING DATA;
D O I
10.1016/0169-2607(94)90137-6
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
RMNP2 is an easy-to-use FORTRAN program for the analysis of repeated measures using the non-parametric two-sample tests of Wei and Lachin (J. Am. Stat. Assoc, 79 (1984) 653-661) and Wei and Johnson (Biometrika 72 (1985) 359-364). The program compares two groups of subjects or experimental units when measurements are obtained at multiple time points, or under multiple conditions, from each subject. A strength of the methodology is that subjects with missing responses at one or more time points can be included in the analysis, under the assumption that the missing value mechanism is independent of the response. In contrast to other methods that require parametric assumptions concerning the distribution of the outcome variable, RMNP2 is applicable when the response variable is continuous but not normally distributed. The program is also useful in the analysis of ordered categorical outcomes when the number of possible responses is too large to permit application of general categorical data methodology. The program can be run on microcomputers, workstations and mainframe computers. Two examples illustrating the use and features of RMNP2 are provided.
引用
收藏
页码:39 / 52
页数:14
相关论文
共 32 条
[1]   ORDERED POLYTOMOUS REGRESSION - AN EXAMPLE RELATING SERUM BIOCHEMISTRY AND HEMATOLOGY TO ALCOHOL-CONSUMPTION [J].
ASHBY, D ;
POCOCK, SJ ;
SHAPER, AG .
APPLIED STATISTICS-JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C, 1986, 35 (03) :289-301
[2]   NONOPTIMALLY WEIGHTED LEAST-SQUARES [J].
BLOCH, DA ;
MOSES, LE .
AMERICAN STATISTICIAN, 1988, 42 (01) :50-53
[3]   SEMIPARAMETRIC AND NONPARAMETRIC METHODS FOR THE ANALYSIS OF REPEATED MEASUREMENTS WITH APPLICATIONS TO CLINICAL-TRIALS [J].
DAVIS, CS .
STATISTICS IN MEDICINE, 1991, 10 (12) :1959-1980
[4]  
DAVIS CS, 1992, 17TH P ANN SAS US GR, P1374
[5]  
DAVIS CS, 1993, IN PRESS COMPUT METH, V40
[6]  
GRIFFITHS P, 1985, APPLIED STATISTICS A
[7]  
KALBFLEISCH JD, 1980, STATISTICAL ANAL FAI
[8]  
KARIM MR, 1988, 674 J HOPK U DEP BIO
[9]   GENERAL METHODOLOGY FOR ANALYSIS OF EXPERIMENTS WITH REPEATED MEASUREMENT OF CATEGORICAL DATA [J].
KOCH, GG ;
LANDIS, JR ;
FREEMAN, JL ;
FREEMAN, DH ;
LEHNEN, RG .
BIOMETRICS, 1977, 33 (01) :133-158
[10]   SOME VIEWS ON PARAMETRIC AND NONPARAMETRIC ANALYSIS FOR REPEATED MEASUREMENTS AND SELECTED BIBLIOGRAPHY [J].
KOCH, GG ;
AMARA, IA ;
STOKES, ME ;
GILLINGS, DB .
INTERNATIONAL STATISTICAL REVIEW, 1980, 48 (03) :249-265