Can I connect my Mini DisplayPort monitor with a Thunderbolt cable?
Yes that is possible!

But all you need is a Mini DisplayPort to Mini DisplayPort cable. Skip this upscale Thunderbolt to Thunderbolt cable. You'll find Mini DisplayPort to Mini DisplayPort cables much cheaper in other retailers.

For example Amazon..