Thank you Michael,
The wp_list_authors() only shows the name and nr of post. It does not show additional information about all the authors.
<p>Author's About yourself biography: <?php the_author_description(); ?></p>
The code above does show additional information, but only for the author of that page, not for all the authors of the blog.
Date since bloggin
Nr of posts
Link to all the posts
All the above things can be taken manually from the database for eacht author, but I was hoping that there where tamplate tags, such as wp_list_authors() to do this.