home/regression-approach.md

 ---
 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).
@@ -71,7 +72,7 @@ where $k$ is the number of points in the data-series.
 
 **Step 4**
 <br>
-Perform _minmax_ normalization. By doing so ensures that the features used by the model have similar scales and aid in faster convergence and accuracy.
+Perform _minmax_ normalization. By doing so ensures that the features used by the model have similar scales, it also aids in faster convergence and accuracy.
 
 ```math
 X_{d,s} = \frac{X_d - X_{\textrm{d,min}}}{X_{\textrm{d,max}} - X_{\textrm{d,min}}}, \quad