Isaac, The multtest functions withe the test="f" choice works very well on my microarrays (5,000 genes and 48 arrays for 12 factors), also I tried the maanova package from teh jackson lab but gave up because of the difference in the classes and the classical Bioc ones. Susan Holmes Statistics Stanford