Welcome conservative! The "why" is because it is a basic human need. It is the right thing to do.

>Any real argument I think of leads to the thought that there are a heap of other things poor people need to live but are not subsidised.

This is not an either or situation. People should have everything they need to live. Basic human needs should be supplied to all individuals.