There is no installation beyond unzipping the tarball (your home directory is a good place for the arduino directory). In a terminal cd to the arduino-1.0.5 directory and type ./arduino and if you have java installed you should be good to go. You will probably need to join the dialout group in order to access the /dev/ttyACM? serial ports.