Linear detrending is the process of removing a linear trend.
The Box-Cox transformation is a family of power transformations.
Seasonal differencing is used for removing seasonal patterns.
First-order differencing is used for removing linear trends.
Differencing is the method of subtracting consecutive observations.
Second-order differencing aims to remove quadratic trends.
Polynomial detrending is used for removing higher-order trends.
Logarithmic transformation is used for stabilizing variance.
Seasonal adjustment is the process of removing recurring seasonal patterns.
Detrending involves subtracting the estimated trend component.
