F. Ozaydin et al., Factor effects on the variance in a replicated two-way treatment structurein an agricultural system, J AGRIC BIO, 4(2), 1999, pp. 166-184
Citations number
19
Categorie Soggetti
Biology
Journal title
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS
We consider methods for drawing inference to factor effects on response var
iability in factorial designs. Levene's test, the jackknife test, and Flign
er and Killeen's test for heterogeneity of variance an generalized to facto
rial designs. Application of these analyses to the 2 by 2 factorial design
is examined in detail. A simulation study examines and compares power and r
obustness properties of the tests. Based on these simulations, variants of
both Fligner and Killeen's test and Levene's test are recommended. An examp
le illustrates the usefulness of these tests in understanding data from a m
ultifactor agricultural system that includes chile, nematodes, and yellow n
utsedge.