nested_partial_residuals: Partial residuals in nested form

In gavinsimpson/gratia: Graceful 'ggplot'-Based Graphics and Other Functions for GAMs Fitted Using 'mgcv'

Partial residuals in nested form

Description

Computes partial residuals for smooth terms, formats them in long/tidy format, then nests the partial_residual column such that the result is a nested data frame with one row per smooth.

Usage

nested_partial_residuals(object, terms = NULL, data = NULL)

Arguments

object	a fitted GAM model
terms	a vector of terms to include partial residuals for. Passed to argument terms of mgcv::predict.gam()].
data	optional data frame

Value

A nested tibble (data frame) with one row per smooth term. Contains two columns:

• smooth - a label indicating the smooth term

• partial_residual - a list column containing a tibble (data frame) with 1 column partial_residual containing the requested partial residuals for the indicated smooth.

gavinsimpson/gratia documentation built on May 4, 2024, 8:13 a.m.