ROBUSTNESS OF THE T-TEST APPLIED TO DATA DISTORTED FROM NORMALITY BY FLOOR EFFECTS

被引:43
作者
SULLIVAN, LM [1 ]
DAGOSTINO, RB [1 ]
机构
[1] BOSTON UNIV, DEPT MATH, BOSTON, MA 02215 USA
关键词
D O I
10.1177/00220345920710121601
中图分类号
R78 [口腔科学];
学科分类号
1003 ;
摘要
In calculus, plaque, and gingivitis trials, measures are taken on subjects both prior to the use of an active treatment and after its use. When the trial is short-term, or when a cleaning of the mouth takes place after the baseline measurement, distributions of such measures (e.g., the Volpe-Manhold score or the Loe and Silness scale) are approximately normally distributed above zero but also can have a proportion of subjects who attain scores of zero. When the effects of an active treatment are compared with those of a control, the two-independent-sample t test can be applied to outcome scores or to differences between the baseline and outcome scores. Robustness of these t tests, in the presence of distributions "distorted" from normality as described, was investigated by computer simulation. In general, both t tests produced actual significance levels which were close to nominal significance levels, even in the presence of small samples and distributions in which as many as 50% of the subjects attained scores of zero.
引用
收藏
页码:1938 / 1943
页数:6
相关论文
共 14 条