components.fbl_prophet {fable.prophet} | R Documentation |
Extract meaningful components
Description
A prophet model consists of terms which are additively or multiplicatively included in the model. Multiplicative terms are scaled proportionally to the estimated trend, while additive terms are not.
Usage
## S3 method for class 'fbl_prophet'
components(object, ...)
Arguments
object |
An estimated model. |
... |
Unused. |
Details
Extracting a prophet model's components using this function allows you to
visualise the components in a similar way to prophet::prophet_plot_components()
.
Value
A fabletools::dable()
containing estimated states.
Examples
if (requireNamespace("tsibbledata")) {
library(tsibble)
beer_components <- tsibbledata::aus_production %>%
model(
prophet = prophet(Beer ~ season("year", 4, type = "multiplicative"))
) %>%
components()
beer_components
autoplot(beer_components)
library(ggplot2)
library(lubridate)
beer_components %>%
ggplot(aes(x = quarter(Quarter), y = year, group = year(Quarter))) +
geom_line()
}
[Package fable.prophet version 0.1.0 Index]