What is the reason behind the fact that cold air sinks and hot air rises up?

Question

$\begin{array}{1 1} (a)\; \text{due to pressure} \\ (b)\; \text{due to density } \\ (c)\; \text{due to gravity} \\ (d)\; \text{due to velocity} \end{array}$