I use http://www.aawyeah.com/cycleaware-ro...ar-end-mirror/ which are the same as what you linked but a lot less with free shipping. Only in black though.
One thing I did was cut a small piece from a rubber band and placed that in the socket then installed the mirror to make a tighter fit.