You cannot run make directly, cmake is required first.

Also cmake as some interesting option, for example if using all INDI driver you can specify -DOPENSOURCEONLY=1
This prevent PHD2 to install its own libasi and libqhy, this keep your system cleaner by not having multiple version of this libraries installed.