Just use an HTML format link in your resource:
<string name="my_link"><a href="http://somesite.com/">Click me!</a></string>
You can then use setMovementMethod(LinkMovementMethod.getInstance()) on your TextView to make the link clickable.
There is also TextView‘s android:autoLink attribute which should also work.