How historians reconcile aircraft loss claims

How can historians decide the true number of aircraft shot down when friendly and enemy reports differ?

Start with which aircraft returned and treat defensive victory claims cautiously because they are often inflated.

The attacking force's aircraft returns provide a better starting point than claimed shoot-down totals. Defenders frequently overestimated kills, so operational records and surviving airframes help constrain competing narratives.