Agenda wont display items in the past

I would like the agenda to display a full day of event even if the time of the event has passed. I thought that by changing the Time period for Agenda and Map views (in days) to 2 would show two days of events but it doesn’t. as soon as an event is over I can no longer see it in agenda but I can in day, week, month, week agenda.