The inverter is the power source for the CCFL and its also the dimmer switch so to speak when you control the brightness. Depending on where the inverter is weakening, the amount of power at full brightness is going to heat up the inverter components that much faster. That heat is what probably causes the inverter to give out.
Less power(dimmer) doesn't create the heat as quickly.