Evaluate $\sum_{r=0}^{100} {(-1)^{r} {100 \choose r} {r^{50}}}$

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The problem is to the evaluate the following sum:

$$\sum_{r=0}^{100} {(-1)^{r} {100 \choose r} {r^{50}}}$$

I don't see how I can get started on this, since the function attached to the combination is polynomial, not an exponential.

I also tried to look for a combinatorial approach, using the inclusion exclusion principle. I guess it can be interpreted as the arrangement of 100 distinct items in 50 places, however the answer doesn't seem to be correct.

Would love some help on this one!

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HINT:

You can show that for any $0\le k \le 50$ we have $$\sum_{r\ge 0} (-1)^r \binom{100}{r}\cdot \binom{r}{k} = 0$$

Then check that you can write $r^{50}$ uniformly in $r$ as a linear combination of $\binom{r}{k}$ for $0\le k \le 50$.

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Evaluating

$$\sum_{r=0}^{2n} (-1)^r {2n\choose r} r^n$$

we find

$$\sum_{r=0}^{2n} (-1)^r {2n\choose r} n! [z^n] \exp(rz) \\ = n! [z^n] \sum_{r=0}^{2n} (-1)^r {2n\choose r} \exp(rz) \\ = n! [z^n] (1-\exp(z))^{2n}$$

Note however that $1-\exp(z) = - z + \cdots$ and hence $(1-\exp(z))^{2n}$ starts with $z^{2n}$, showing that the sum is zero.