All WP, all versions, sync past single events for about two or three weeks back.
They are still on your outlook.com calendar, just not synced.
What is synced.
◦ Two weeks of past single-instance (non-recurring) events.
◦ All future single-instance events.
◦ All recurring events that have occurrences within the last two weeks or anytime in the future.