rsa_design | R Documentation |
This function constructs a design for an RSA model using the provided formula, data, and optional parameters.
rsa_design(
formula,
data,
block_var = NULL,
split_by = NULL,
keep_intra_run = FALSE
)
formula |
A formula expression specifying the dissimilarity-based regression function. |
data |
A named list containing the dissimilarity matrices and any other auxiliary variables. |
block_var |
An optional |
split_by |
An optional |
keep_intra_run |
A |
The function creates an RSA design based on the input parameters. It checks the validity of the input data and handles splitting conditions for evaluation of test performance. It also processes optional block structures and within-run comparisons.
A list with class attributes "rsa_design" and "list", containing:
The input formula
The input data
The split_by formula
Grouping structure for split_by
Block structure
Logical vector for including/excluding comparisons
Model matrix generated by rsa_model_mat
dismat <- dist(matrix(rnorm(100*100), 100, 100))
rdes <- rsa_design(~ dismat, list(dismat=dismat))
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