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I don't know of a way to estimate it directly (nor do I know why you'd want to). But there are good methods for estimating the parameters individually, and then you can take whatever function of both of them you want. http://interstat.statjournals.net/YEAR/2000/articles/0010001.pdf http://en.wikipedia.org/wiki/Weibull_distribution#Parameter_estimation ...

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