An extensive list of microarray data analysis software can be
found at Gene-Chips.com.
For beginners, the following may be good places to start:
For Mac OSX users, you may need to download the "jar" file, and
start using the command "java -jar setup.jar" in the terminal window.
See Java JAR applications.