MARGINAL MODELING OF BINARY CROSS-OVER DATA

被引:56
作者
BECKER, MP [1 ]
BALAGTAS, CC [1 ]
机构
[1] WARNER LAMBERT PARKE DAVIS,DEPT BIOMETR,PARKE DAVIS PHARMACEUT RES DIV,ANN ARBOR,MI 48106
关键词
HILLS-ARMITAGE TEST; LOG-LINEAR MODELS; MAINLAND-GART TEST; MAXIMUM LIKELIHOOD; MCNEMARS TEST; PRESCOTTS TEST;
D O I
10.2307/2532242
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
A model specified in terms of linear models for marginal logits and linear models for log-odds ratios is proposed for the analysis of two-period binary cross-over experiments. Hypothesis testing and parameter estimation are facilitated by standard likelihood methodology. Two examples are used to illustrate how the model can be used to analyze two-period binary cross-over experiments. Results from a simulation study demonstrate that this approach to the analysis of binary cross-over data compares favorably with standard procedures, such as the Mainland-Gart test for a treatment difference, Prescott's test for a treatment difference, and the Hills-Armitage test for treatment-by-period interaction.
引用
收藏
页码:997 / 1009
页数:13
相关论文
共 21 条
  • [11] AN EXACT TEST FOR COMPARING MATCHED PROPORTIONS IN CROSSOVER DESIGNS
    GART, JJ
    [J]. BIOMETRIKA, 1969, 56 (01) : 75 - &
  • [12] 2-PERIOD CROSSOVER CLINICAL-TRIAL
    HILLS, M
    ARMITAGE, P
    [J]. BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 1979, 8 (01) : 7 - 20
  • [13] Jones B., 2015, DESIGN ANAL CROSS OV, V3
  • [14] A LOG-LINEAR MODEL FOR BINARY CROSSOVER DATA
    KENWARD, MG
    JONES, B
    [J]. APPLIED STATISTICS-JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C, 1987, 36 (02): : 192 - 204
  • [15] LIANG KY, 1992, J R STAT SOC B, V54, P3
  • [16] MAINLAND D, 1963, ELEMENTARY MED STATI
  • [17] McCullagh P., 1989, GENERALIZED LINEAR M
  • [18] Prescott R. J., 1981, Applied Statistics, V30, P9, DOI 10.2307/2346652
  • [19] ZHAO LP, 1990, BIOMETRIKA, V77, P642, DOI 10.2307/2337004
  • [20] ZIMMERMANN H, 1978, Biometrical Journal, V20, P133, DOI 10.1002/bimj.4710200207