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Comparison of regression models.

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https://figshare.com/articles/dataset/_Comparison_of_regression_models_/748344
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alinear regression model (linear); double-logistic regression model (dlog); 3rd order monotone splines regression model (splines). bstandard weighted F test (F); permutation F test (Fperm); a weighted version of a test to compare non-nested regression models (LV) as described in [112]. cshown is the probability that model A (null hypothesis) fits the data better than model B (alternative hypothesis); asterisks (*) highlight significant values to reject the null in favor of the alternative hypothesis using a confidence level of 0.05; probabilities are calculated separately for ORF1a, ORF1b, 3′ORFs as well as the complete model combining the three coding plus the two UTR regions (total). dnone of the 1 million permutations resulted in an F larger than that of the non-permuted dataset.
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2013-07-18
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