Summarize Components for a Design-MFA Effect

Usage

# S3 method for class 'design_mfa'
components(x, term, ...)

Arguments

x: A fitted `design_mfa` object.
term: A fitted design term.
...: Unused.

Value

A data frame of singular values and fractions of total weighted reference-grid effect energy. Fractions need not sum to one when `rank` truncates the effect decomposition.

Examples

example_data <- design_mfa_example_data()
example_fit <- design_mfa(example_data$Y, example_data$design, ~ saliency)
components(example_fit, "saliency")
#>   component singular_value    explained
#> 1         1   2.6187385119 1.000000e+00
#> 2         2   0.0003246124 1.536547e-08