The Möbius inversion formula states that if we define $f$ as $$f(m)=\sum_{d|m}g(d)$$ then $$g(m)=\sum_{d|m}f\left(\frac md\right)\mu(d)$$
We know that the other direction is also true: if we define $g$ as above, then $f$ also satisfies the above.
I've searched for the proof, but failed to find any that does not rely on convolutions. My question is whether there is a proof that relies on manipulating sums that proves the second direction of the theorem.
We assume \begin{align*} g(m)=\sum_{d|m}f\left(\frac md\right)\mu(d)\tag{1} \end{align*} and show the validity of \begin{align*} f(m)=\sum_{d|m}g(d)\tag{2} \end{align*}
It is convenient to use the unit-function $u$ defined as $u(n)=1, n\geq 1$.
Comment:
In (3) we use the identity (1) and multiply for convenience only with $1=u\left(\frac{n}{m}\right)$.
In (4) we use the identity $\sum_{d|m}\mu(d)=\left\lfloor\frac{1}{m}\right\rfloor=\begin{cases}1&m=1\\0&m>1\end{cases}$.
In (5) we obtain $f(n)$ since all other summands with $m>1$ in (4) give zero.
Note: We can omit the usage of $u$ in the derivation, but this might reduce readability.