I came across the following problem in a book:
Give a combinatorial proof of $$ {n \choose 0} + {n \choose 2} + {n \choose 4} + \, \, ... \, = {n \choose 1} + {n \choose 3} + {n \choose 5} + \, \, ...$$ using the "weirdo" method (i.e., where one of the elements is chosen as special and included-excluded -- I'm sure you get the idea).
After days of repeated effort, the proof has failed to strike me. Because every time one of the elements is excluded, the term would be ${n-1 \choose k}$ and not $ {n \choose k}$, which is not the case in either of the sides of the equation.
HINT: Let $A$ be a set of $n$ marbles. Paint one of the marbles red; call the red marble $m$. If $S$ is a subset of $A$ that does not contain $m$, let $S'=S\cup\{m\}$, and if $m\in S\subseteq A$, let $S'=S\setminus\{m\}$. Show that the map $S\mapsto S'$ yields a bijection between the subsets of $A$ with even cardinality and those with odd cardinality.