get_smooths_difference: Get difference of smooths from a GAM model

In stefanocoretta/tidymv: Tidy Model Visualisation for Generalised Additive Models

Get difference of smooths from a GAM model

Description

This function is from the superseded package tidymv. Please, use the tidygam package instead.

It returns a tibble with difference of the specified levels of a smooth from a gam or bam. The sig_diff column states whether the CI includes 0.

Usage

get_smooths_difference(
  model,
  series,
  difference,
  conditions = NULL,
  exclude_random = TRUE,
  series_length = 100,
  time_series
)

Arguments

model	A gam or bam model object.
series	An unquoted expression indicating the model term that defines the series on which smoothing is applied. This is the term that is displayed on the x-axis when plotting.
difference	A named list with the levels to compute the difference of.
conditions	A named list specifying the levels to plot from the model terms not among series or difference. Notice the difference with plot_smooths, which uses quos.
exclude_random	Whether to exclude random smooths (the default is TRUE).
series_length	An integer indicating how many values along the time series to use for predicting the outcome term.
time_series	Deprecated, use series instead.

Value

A tibble.

Examples

library(mgcv)
set.seed(10)
data <- gamSim(4)
model <- gam(y ~ fac + s(x2) + s(x2, by = fac) + s(x0), data = data)

get_smooths_difference(model, x2, list(fac = c("1", "2")))

# For details, see vignette
## Not run: 
vignette("plot-smooths", package = "tidymv")

## End(Not run)

stefanocoretta/tidymv documentation built on May 12, 2023, 1:57 p.m.