Looking at such distant galaxies, they found that, about 2 billion years ago, the universe was producing roughly twice as much as it is today.
Extrapolation. View light from a galaxy 10 billion light-years away (estimate intensity), view light from galaxies 1 billion light-years away, extrapolate to the present.
Everything we perceive is "in the past."