Considering the 'modern' LED backlit monitor dosen't have an inverter, and there's no CCFL bulbs to fail, chances are its a capacitor. Monitor capacitors tend to be 1) abused badly 2) cheap.
If you're going to replace them, don't forget to get a quality capasitor with low ESR for long life, rather than any random cheap one.