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.