Update regression approach powerlaw authored by Jamie Engelhardt Simon's avatar Jamie Engelhardt Simon
......@@ -9,6 +9,7 @@ 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).
......@@ -49,3 +50,13 @@ A tollerance band states that a certain percentage of the data lies within or ab
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There exist a multitude of methods as to identify these limits such as assuming the data follows a normal- or Weibull distribution. However, in this scenario the upper- and lower quantiles in the distribution are used to identify said limits. The following steps explains the algorithm step by step
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**Step 1**
Set quantile of interest
```math
\alpha_{0.75} = 0.75, \quad \alpha_{0.95} = 0.95
```