Configuring preferences and options in Outlook.com
We are having this issue as well. Regional settings are correct in the outlook.com web app for both the calendar creator's account and the account that reads the shared calendar.
One thing I also noticed that in the Outlook desktop application, the shared calendar appears with the events themselves set to (UTC+00:00) Monrovia, Reykjavik time zone.