Update regression approach powerlaw authored by Jamie Engelhardt Simon's avatar Jamie Engelhardt Simon
......@@ -4,6 +4,7 @@ title: regression approach - powerlaw
## Dependency
It is assumed the data can be described by a power law, expressed either as Y or X dependent (referring to the second and first axis on a fatigue curve).
......@@ -91,12 +92,20 @@ Compute the error/difference between the model and the data
```math
E = Y_{\textrm{p}} - Y_{\textrm{d}}
```
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<div align="center">
![subset_error_band](uploads/b35fa634cc7dc99f39255bca21e6fa5c/subset_error_band.png)
</div>
Extract the data with a positive error. We are only interested in the positive difference, as these are an indication of the points below the mean line.
```math
E = E\left[E > 0\right], \quad X_{s} = X_{s}[E>0], \quad Y_{s} = Y_{s}[E>0]
```
Sort the data based on the error
<br>
<div align="center">
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