it says:
"The basic tools are the same as with meshes, so you can select a simple control point with a LMB -click, add to current selection with Shift-LMB -clicks"
https://www.blender.org/manual/modeling/curves/selecting.html
Shift-LMB doesnt work
but
Ctrl-LMB does work.
Im using MS Windows if that makes a difference.