Barely winning an election as a natural experiment

You want to estimate the incumbency advantage: does holding a seat now make a party more likely to win that seat again next time? Comparing past winners to past losers is unfair, because winning parties were stronger to begin with.

Explain how close elections give a regression discontinuity design, why barely winning is nearly random, the key assumption, and the limitation.