UPDATE: Ok, after hours reading log files and other posts I happily found the solution. I have CyanogenMod and after reinstall DAVdroid automatically the Privacy Guard is switched on. Turn it off in the app settings! Everything seems fine now again.
Please put this hint into the FAQ for CyanogenMod users