A couple of people here have stated that taxes should be set as high as possible.

Could you please elaborate on why that is?

I had thought that the extra population growth from low taxes would provide a larger tax base over time which, combined with the savings from not having to support so many garrisons or build so many happiness buildings, would work out better in the long run than any short-term boost to income from high taxes.