On 03/01/2016 5:57 PM, Wensui Liu wrote:
If I have predictions derived empirically without knowing the functional
form, is there a way to calculate the prediction interval?

As Bert said, this isn't really an R question, but I'd say the answer is "probably not". The prediction interval depends on the uncertainty of individual observations, and that isn't usually reflected in predictions. For example, if y_i is N(mu, sigma^2), and we fit the model to N observations, all of our predictions will be ybar, and there will be no indication of sigma.

Duncan Murdoch

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