Not random. You said short history. In a situation were isolation become part of a relationship, where the children are homeschooled, and the wife doesn't work, it is very plausable for them to simply disappear for quite some time before suspicion arises. Even then, if the relationship was rocky, he could simply say she took the kids and left him without saying anything. Not saying its fool proof, just saying he hadn't been caught yet.