The Little Colonel by Annie F. Johnston

The scene of this story is laid in Kentucky. Its heroine is a small girl, who is known as the Little Colonel, on account of her fancied resemblance to an old-school Southern gentleman, whose fine estate and old family are famous in the region. (Introduction taken from original book.)