m4_data

<code>tsibble</code> with six monthly time series from the M4 
 Forecasting Competition. The datasets contains the following time series:<ul>
<li>M21655 (Demographic), 1995 Jan - 2015 Mar</li>
<li>M21683 (Demographic), 2000 Jan - 2023 Apr</li>
<li>M2717 (Macro), 1996 Jan - 2016 Nov</li>
<li>M28597 (Industry), 1996 Jan - 2016 Dec</li>
<li>M42529 (Finance), 2001 Jan - 2009 Apr</li>
<li>M4813 (Macro), 1994 Apr - 2006 May</li>
</ul>

datasets

Provides a lightweight implementation of functions and methods for
fast and fully automatic time series modeling and forecasting using Echo
State Networks (ESNs).

Alexander Häußer

echos

Echo State Networks for Time Series Modeling and Forecasting

m4_data function

A time series object of class <code>tsibble</code> with 1.152 rows and 4 columns:<ul>
<li><code>series</code>: Unique identifier as <code>character</code> (key variable).</li>
<li><code>category</code>: Category (e.g., Demographic, Macro) as <code>factor</code>.</li>
<li><code>index</code>: Date as <code>yearmonth</code> (index variable).</li>
<li><code>value</code>: Value as <code>numeric</code> (measurement variable).</li>
</ul>

m4_data: M4 dataset

Description

Usage

Arguments

Format

Examples