I am trying to generalise the closed form expression for $k$ of the following sum using diffferentiation techniques.
$$\sum_{r=0}^{n}r^{k}{n\choose r}$$
We know the following results through trivial application of differentiation followed by multiplication at each step, and at the final step plugging in $x=1$.
$$\begin{aligned}\sum_{r=0}^{n}r{n\choose r}&=n2^{n-1}\\ \sum_{r=0}^{n}r^2{n\choose r}&=n(n+1)2^{n-2}\\\sum_{r=0}^{n}r^{3}{n\choose r}&=n^{2}(n+3)2^{n-3}\end{aligned}$$
Clearly there seems to be some patterns, as for the exponent, the degree of the polynomial function. I am not able to extend a similar pattern for $k=4$. Any ideas are appreciated. Thanks.