Data Of Evangelion Is Standard Deviation An Appropriate Method Of Finding How Well A Line Fits A Set Of Data?

Is standard deviation an appropriate method of finding how well a line fits a set of data? - data of evangelion

I have a series of best suited for some data points in biology. It is the standard deviation of the way, how the line fits the experimental data.