To determine the incorrect statement from the given options, let's examine each one in the context of common chemical knowledge about lithium and alkali metals.
Therefore, the incorrect statement is that $\ce{LiNO3}$ decomposes on heating to give $\ce{LiNO2}$ and $\ce{O2}$.
Choose the correct order of density of the alkali metals.