Theory on melody is not as well covered, and easily available, as theory about harmony. So, if you want to get into studying melody, take time to build up a good collection of resources.
However, this much should be said about your question: it is not an either or case. Rather that choose analysis by chord tones or structural tones, as if those are mutually exclusive, you want to use both analysis tools.
When you say "lead sheet" I assume we are taking about melodies in a homophonic style. That is, melodies that could be harmonized with chords. If you are analyzing such a melody and there happens to be no chords given, you can, and probably should in many cases, analyze the melody according to its harmonic implications.