Thermodynamic derivatives of the canonical partition function
= Thermodynamic derivatives of the canonical partition function
Canonical differentiation gives
$$
F=-\beta^{-1}\log Z,\qquad
\langle E\rangle=-\partial_\beta\log Z,
\qquad
(\Delta E)^2=\partial_\beta^2\log Z.
$$