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nested_partial_residuals: 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)

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.

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