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I have 7 non nested models: I use the Akaike method to see which one best describes the data.

If the models were nested I would use the likelihood ratio test: this woluld also automatically give me information on the confidence level: how can I do the same in my case?

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I think I resolved the problem using the Vuong cleseness test.

References: wiki and the article

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