How does the Hilbert transform work?

Suppose we have X(t)=Re(Z(t))X(t) = \Re(Z(t)) and we assume that Z(t)Z(t) is holomorphic on the upper half plane. It seems the most profound way to approach this is to examine the tempered distribution p.v.1πt \operatorname{p.v.} \frac{1}{\pi t}. What is the representation of this operator in Fourier space, and why is it tempered?

Parent post: