Statement I: When thermal energy overcomes intermolecular forces, molecules can escape the condensed phases (liquid and solid) and enter the gaseous state. So, this statement is correct. Statement II: The ideal gas law is $PV = nRT$. Density ($\rho$) is mass ($m$) divided by volume ($V$), so $\rho = \frac{m}{V}$. Also, $n = \frac{m}{M}$, where $M$ is the molar mass. Substituting, we get $PV = \frac{m}{M}RT$, or $P = \frac{m}{V} \frac{RT}{M}$, which means $P = \rho \frac{RT}{M}$. At constant temperature, $P \propto \rho$. So, this statement is correct.