You can take the powersupply out and test if it turns on by itself.
Shorting the green and black connectors on the ATX connection will give the PSU the "turn on" signal. If the internal PSU fan works then and if you plug in some case fans or something, you'll be able to tell if the PSU is completely dead or not.
Other possibilities could be a connection being disconnected, a bad motherboard, etc.