Wood glue is very easy to work with and is the best option for gluing wood hands down. The glue joints end up stronger than the wood itself in most cases. Just make sure you use some clamps, or at the very least lots of tape to hold the pieces together tightly for a day to ensure the glue joint sets up properly.