Ralf B wrote:
I assume R won't easily generate nice reports (unless one starts using
Sweave and LaTeX) but perhaps somebody here knows a package that can
create report like output for special cases? How can I simply plot
output into PDF?

See ?pdf if you just want to save plots into a PDF file.

Perhaps you know a package I should check out? What
do you guys do to create handouts (before actually publishing)?

If you're an emacs user, or even if you're not, you might benefit greatly from org-mode and org-babel. Just google those terms, they aren't directly associated with R, but can use R to easily generate pdf output (and/or html) in an Sweave type fashion without you having to know any markup language. I can't recommend it highly enough.

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