In this article the quasi-Gaussian entropy (QGE) theory has been extended toward statistical-mechanical models that describe the temperature dependence of thermodynamic properties of fluids at fixed density over a very large temperature range, up to 15 times the critical temperature. The system's phase space is divided into multiple regions, each of which has a "potential" energy distribution that can be described by a simple model, e.g., a Gamma distribution. The overall "potential" energy distribution, which is directly related to the residual Helmholtz free energy of the system, then is a "mixture" of Gamma distributions, each with, for example, a different value of the "minimum" potential energy. Several such multistate models for the f...