Assess the significance of gene effects in comparative experiments. cDNA Microarray Analysis is based on a hierarchical model that incorporates several levels of variations. A version of empirical Bayes procedure is used. Markov chain Monte Carlo (MCMC) simulation is then used to generate the posterior distribution. The program provides a browser interface to implement methods described in the paper.