synthetic_data: Synthetic data

In ahaeusser/echos: Echo State Networks for Time Series Modeling and Forecasting

Synthetic data

Description

tibble with ten synthetic time series. The dataset contains the following time series:

• Square Wave

• Sawtooth Wave

• Harmonic Wave

• Harmonic Wave w/ Trend

• Amplitude Modulated Wave

• Frequency Modulated Wave

• AR(1) Process

• MA(2) Process

• White Noise Process

• Random Walk Process

Usage

data(synthetic_data)

Format

An object of class tibble with 2.000 rows and 3 columns:

• variable: Unique identifier as character (key variable).

• index: Index as integer (index variable).

• value: Value as numeric (measurement variable).

Examples

data(synthetic_data)

ahaeusser/echos documentation built on June 2, 2025, 2:17 a.m.