Characteristics of quantitative data in toxicity rodents - Questioning theusefulness of Bartlett's test for homogeneity of variance to introduce a rank test.
K. Kobayashi et al., Characteristics of quantitative data in toxicity rodents - Questioning theusefulness of Bartlett's test for homogeneity of variance to introduce a rank test., J ENVIR BIO, 20(1), 1999, pp. 37-48
We investigated the changes in sample numbers with time and calculated the
F values for various quantitative data between control and each treated gro
up from 10 long-term studies using 9,280 rodents by the so-called "decision
tree" for computerized statistical analysis. We then examined the detectio
n rate of significant differences using Bartlett's test, and compared the i
ncidence of significant differences between each dose group and the control
group obtained with and without Bartlett's test. As a results, the number
of animals decreased in the second half of the long-term studies, and varia
nces of body weight, food consumption, hematological tests and organ weight
s were higher in the dose groups than in the controls. The detection rate o
f significant differences by Barlett's test was 16-35% for the parameters e
xamined. We conclude that, it seems practical to test the significant diffe
rence among mean values by parametric procedures, even if the data are hete
rogeneous in their variances among groups.