Naylor, Phyllis Reynolds Shiloh (Newbery Medal Book)

When he finds a lost beagle in the hills behind his West Virginia home, Marty tries to hide it from his family and the dog's real owner, a mean-spirited man known to shoot deer out of season and to mistreat his dogs