Can Aic Value Be Negative?

Can Aic Value Be Negative?

The absolute values of the AIC scores do not matter. These scores can be negative or positive. In your example, the model with AIC=−237.847 is preferred over the model with AIC=−201.928. You should not care for the absolute values and the sign of AIC scores when comparing models.

What does it mean to have a negative AIC value?

Further more it is only meaningful to look at AIC when comparing models! But to answer your question, the lower the AIC the better, and a negative AIC indicates a lower degree of information loss than does a positive (this is also seen if you use the calculations I showed in the above answer, comparing AICs).

Is a negative AIC better?

One question students often have about AIC is: How do I interpret negative AIC values? The simple answer: The lower the value for AIC, the better the fit of the model.

Elena Rostova
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Elena Rostova

Elena Rostova holds a Master's degree in Public Health Journalism. She covers groundbreaking medical research, holistic wellness trends, mental health awareness, and nutritional science.