There are various options to measure the "goodness of fit". It is at times also highly debated what the best criterion is. You could look for example at the R^2 of a linear fit and choose the scale with the biggest one.

In reply to Re^3: Data range detection? by hdb
in thread Data range detection? by BrowserUk

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