tbats_fit_impl

Low-Level tbats function for translating modeltime to forecast

internal

The time series forecasting framework for use with the 'tidymodels' ecosystem.
Models include ARIMA, Exponential Smoothing, and additional time series models
from the 'forecast' and 'prophet' packages. Refer to "Forecasting Principles & Practice, Second edition"
(<https://otexts.com/fpp2/>).
Refer to "Prophet: forecasting at scale"
(<https://research.facebook.com/blog/2017/02/prophet-forecasting-at-scale/>.).

Matt Dancho

modeltime

The Tidymodels Extension for Time Series Modeling

Business Science 

tbats_fit_impl function

<dl><dt>x</dt>
<dd>A dataframe of xreg (exogenous regressors)</dd>
<dt>y</dt>
<dd>A numeric vector of values to fit</dd>
<dt>period_1</dt>
<dd>(required) First seasonal frequency. Uses "auto" by default. A character phrase
of "auto" or time-based phrase of "2 weeks" can be used if a date or date-time variable is provided.</dd>
<dt>period_2</dt>
<dd>(optional) First seasonal frequency. Uses "auto" by default. A character phrase
of "auto" or time-based phrase of "2 weeks" can be used if a date or date-time variable is provided.</dd>
<dt>period_3</dt>
<dd>(optional) First seasonal frequency. Uses "auto" by default. A character phrase
of "auto" or time-based phrase of "2 weeks" can be used if a date or date-time variable is provided.</dd>
<dt>use.parallel</dt>
<dd><code>TRUE/FALSE</code> indicates whether or not to use parallel processing.</dd>
<dt>...</dt>
<dd>Additional arguments passed to <code>forecast::tbats()</code></dd></dl>

Arguments

Low-Level tbats function for translating modeltime to forecast — tbats_fit_impl

<dl>

<dt>x</dt>
<dd>A dataframe of xreg (exogenous regressors)</dd>


<dt>y</dt>
<dd>A numeric vector of values to fit</dd>


<dt>period_1</dt>
<dd>(required) First seasonal frequency. Uses "auto" by default. A character phrase
of "auto" or time-based phrase of "2 weeks" can be used if a date or date-time variable is provided.</dd>


<dt>period_2</dt>
<dd>(optional) First seasonal frequency. Uses "auto" by default. A character phrase
of "auto" or time-based phrase of "2 weeks" can be used if a date or date-time variable is provided.</dd>


<dt>period_3</dt>
<dd>(optional) First seasonal frequency. Uses "auto" by default. A character phrase
of "auto" or time-based phrase of "2 weeks" can be used if a date or date-time variable is provided.</dd>


<dt>use.parallel</dt>
<dd><code>TRUE/FALSE</code> indicates whether or not to use parallel processing.</dd>


<dt>...</dt>
<dd>Additional arguments passed to <code>forecast::tbats()</code></dd>

</dl>

tbats_fit_impl: Low-Level tbats function for translating modeltime to forecast

Description

Usage

Arguments