> It would be nice if I had an R
> package that would make it relatively easy to model the truncation as a
> function of "d"

I suspect that R has everything you need, already.
However, I suspect you may need to reformulate your question to find what
you need.

> I assume that the probability of observing Y is a
> monotonically increasing function of Y

That's like flipping a coin, and saying the probability of observing heads
is a monotonically increasing function of heads.

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