Yes, I know that her name was
Elizabeth, and I also know she went by Lizzy/Lizzie but there are also portions in the book in which she is referred to as
Eliza Bennett. I just read it.
Keep in mind that I am reading the original edited version of the book and not subsequent re-writings. Perhaps in your version they have removed that diminutive.