We develop a semiclassical theory of Coulomb blockade peak heights in quant
um dots and show that the dynamics in the dot leads to a large modulation o
f the peak height. The corrections to the standard statistical theory of pe
ak height distributions, power spectra, and correlation functions are nonun
iversal and can be expressed in terms of the classical periodic orbits of t
he dot that are well coupled to the leads. The resulting correlation functi
on oscillates as a function of the peak number in a way defined by such orb
its. In addition, the correlation of adjacent conductance peaks is enhanced
. Both of these effects are in agreement with recent experiments.