I'm stumped as to how to prove this formula $$ \sum\limits_{i = 0}^n { n \choose i } \, !i = n! \tag{1} $$ using only the "algebraic" properties of the binomial coefficient $ n \choose i $ and the subfactorial operator $!i$ (the number of derangements of $i$ elements.)
There's an easy counting argument that proves the formula. (Each term in the sum is the number of permutations of $n$ elements that leave $(n-i)$ elements fixed.) But shouldn't we also be able to prove it algebraically using only the properties of the operators?
Here are the three pertinent properties of $!i$ that I found at https://en.wikipedia.org/wiki/Derangement $$ !i = (i-1)(\, !(i-1) \,+\, !(i-2) ) \tag{2}$$ $$ !i = i! \, \sum\limits_{j = 0}^i {\frac{(-1)^j}{j!} } \tag{3}$$ $$ !i = i \,\cdot\, !(i-1)+(-1)^i \tag{4}$$
However, it seems like these properties of $!i$ are not enough to prove $(1)$. Help!
Is it possible to have a formula that can only be proved with a "counting argument" and not "algebraically"?
\begin{align} \sum_{i=0}^n \binom{n}{i} !i &=\sum_{i=0}^n \binom{n}{i}i!\sum_{j=0}^i \frac{(-1)^j}{j!}\\ &=\sum_{j=0}^n \frac{(-1)^j}{j!}\sum_{i=j}^n\frac{n!}{(n-i)!}\\ &=n!\sum_{0\leq j\leq i\leq n} \frac{(-1)^j}{j!(n-i)!}. \end{align}
Fixing $k=n-i+j$, we sum over $0\leq j\leq n+j-k\leq n$, which is simply the region $0\leq j\leq k$ for $0\leq k\leq n$:
\begin{align} \sum_{i=0}^n \binom{n}{i} !i &=n!\sum_{k=0}^n\sum_{j=0}^k \frac{(-1)^j}{j!(k-j)!}\\ &=n!\sum_{k=0}^n\frac{1}{k!}\sum_{j=0}^k (-1)^j\binom{k}{j}. \end{align}
For $k\geq 1$, the inside sum is the expansion of $(1-1)^k$ by the binomial theorem, so it equals $0$ if $k\neq 0$. So, the only term left is $k=0$, for which the inside sum is just $1$, and thus the full sum is simply $n!$.