Could they have married abroad? Or in Ireland or Scotland? At sea? Isle of Man or Channel Isles?
Have you tried looking for a marriage under groom's name only and a separate search for marriage of bride only? Esther may have been married before and married William under her married name. Either of them may have had a previous, brief wartime marriage.