intro to EoT estimations and the statistics behind them

Related to the excellent talk by @EinarElen on indico: https://indico.fnal.gov/event/63045/

Hopefully imbuing this knowledge into our doc site means we won't have to re-do this type of study unless necessary with a new type of sample generation.