I'm new to analytics and having some trouble with total variation.
I can prove that if above function $f$ is continuous, then $V$ is also continuous.
But I cannot thoroughly prove if $f$ is differentiable, $V$ is also differentiable.
Is there any thorough proof of this?
Let us consider the simpler case $f\in C^1([a,b])$, i.e., $f$ is differentiable in $[a,b]$ with continuous derivative. In particular, the map $x\mapsto |f'(x)|$ is continuous in $[a,b]$.
Then $$ V(x) := \text{Tot.Var.}(f, [a,x]) = \int_a^x |f'(t)|\, dt $$ is a $C^1$ function, and $V'(x) = |f'(x)|$ for every $x\in [a,b]$.