You need to ensure you have the suitable SDK kits installed, i.e.
Android – requires Xamarin.Android
iOS – requires Xamarin.iOS
WinRT – requires the WinRT SDK
WP8 – requires the WP8 SDK
All examples run in linux as provided but as you probably know you must have the mono package installed to run .net code from within linux.
Regards,
Marc