I second Sverrir's recommendation of using the silicon sealer/glue:  I use GE Silicon II (clear).  Readily available in hardware stores or Home Depot.  The beauty of this product is you can remove an item that has been fixed if necessary.  A loop of safetey wire or razor knife easily cuts through the silicon.
Not for gluing critical structural components however.