| Title: | Decomposes a Univariate Time Series into Subcomponents |
|---|---|
| Description: | Provides a method to decompose a univariate time series into meaningful subcomponents for analysis and denoising. |
| Authors: | Laiba Sultan Dar [aut, cre], Muhammad Aamir [aut], Muhammad Hamraz [aut] |
| Maintainer: | Laiba Sultan Dar <[email protected]> |
| License: | GPL-3 |
| Version: | 0.1.0 |
| Built: | 2026-06-07 08:37:28 UTC |
| Source: | https://github.com/cran/RobustAdaptiveDecomposition |
Divides the univariate time series data into subcomponents
RAD(data)RAD(data)
data |
A numeric vector containing the time series values. |
A data frame containing the decomposed IMFs and residual.
# Example usage: sample_data <- rnorm(3000) result <- RAD(sample_data) head(result)# Example usage: sample_data <- rnorm(3000) result <- RAD(sample_data) head(result)