When trying to combine forecasting models, I calculated the weights based on the fitted normal PDF on the past observations of the time series.

Herein, the value obtained from the normal PDF, is it considered as a distance measure? so when calculating the weights I should inverse the sum (wi=(1/sum(PDF)i)/(1/sumPDF, of all methods): the forecasting method i. ???

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