Trombley is an internationally renowned Mark Twain scholar, authoring several books and dozens of scholarly articles on Twain. She appeared in Ken Burns's Mark Twain documentary and, as a graduate student, discovered the largest known cache of Twain letters. Titles include "Mark Twain's Other Woman."