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Model selection is a problem of judging which model from some set performs best. Popular methods include $R^2$, AIC and BIC criteria, test sets, and cross-validation. To some extent, feature selection is a subproblem of model selection.

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Calibrating time-series simulations

I compared each simulation run to the real data. For each dependent variable of interest, I quantified the relationship using mean squared error. To combine these multi-variate MSE's I used Euclidean …
raco's user avatar
  • 369
2 votes
1 answer
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Calibrating time-series simulations

I am interested in quantifying the similarity between 2 time-series. Can I simply sum the squared values of their differences, ie compare the sum of square residuals? More specifically, I have some …
raco's user avatar
  • 369