Either he must have remained in that room, or at least in that house, alive; or he must have died, naturally or otherwise, and his body have been concealed; or he must have left the house unobserved.

Let us take the first case.

This affair happened nearly two years ago.

Now, he couldn't have remained alive in the house for two years.

He would have been noticed.