On Dec 4, 2009, at 2:04 PM, Bradley W. Settlemyer wrote:

Hello

I need to fit a distribution to a histogram data set. I have read Ricci's guide to distribution fitting, and am ready to begin experimenting with the techniques it mentions, but I am uncertain how to get my data in the format he uses.

My problem is that my data is binned. So for example my data is in the following format

#lb  ub  count
 0   1  4
 1   2  7
 2   3  2

? rep

> rep(c(1,2,3), c(4,7,2))
 [1] 1 1 1 1 2 2 2 2 2 2 2 3 3



Indicating that I have 4 observations between 0 and 1, 7 obs between 1 and 2, and 2 obs between 2 and 3. I assume it should be simple to somehow transform the dataset to a vector such as:

1
1
1
1
2
2
2
2
2
2
3
3

But I don't know how to do that in R. I have a decent amount of datasets I will want to perform this distribution fitting analysis, so if there is a better way, I'm game to learn about it. So any help is welcome.

Cheers,
Brad

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David Winsemius, MD
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