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I completely understand how to find the likelihood functions of simple pdfs. However, how would you attempt to find the likelihood function of a pdf with a negative exponential function with two different means, where the overall mean is just the two means added together???

The method to do this would be appreciated. thanks.

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I suspect that you are describing mixture model. There are a lot of ways of estimating these types of models.

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