Thanks for trying to help me. I think I can explain the problem a bit clearer now. I remade the skeleton and attached it to my object again. When I move the root joint, the skin goes with it, but much further. All transformations I do on the root joint have too much effect on the skin. Please see the picture to understand what I mean.
Can the problem be that I am using a PolyToSubdiv as skin?