winsorize_ts: Winsorize imputation

In opoyc/autoforecast: Forecast Development Kit

Description

This function replaces outliers by an expected value given the 5 error component plus the denoised series.

Usage

winsorize_ts(.data, freq = numeric(), winsorize_config = list())

Arguments

.data	tibble/data.frame: data.
freq	integer: frequency of the time series.
winsorize_config	list: options for winsorize cleansing method.

Value

numeric cleansed series

Author(s)

Obryan Poyser

Examples

## Not run: 
winsorize_ts(AirPassengers)

## End(Not run)

opoyc/autoforecast documentation built on May 18, 2021, 1:29 a.m.