Create a MANOVA Model — manova

This function creates a MANOVA model object containing an `mvpa_dataset` instance and a `manova_design` instance.

Usage

manova_model(dataset, design)

Arguments

dataset: An mvpa_dataset instance.
design: A manova_design instance.

Value

A MANOVA model object with class attributes "manova_model" and "list".

Details

The function takes an `mvpa_dataset` instance and a `manova_design` instance as input, and returns a MANOVA model object. The object is a list that contains the dataset and the design with class attributes "manova_model" and "list". This object can be used for further multivariate statistical analysis using the MANOVA method.

Examples

if (FALSE) { # \dontrun{
# Create a MANOVA model using gen_sample_dataset
dset <- gen_sample_dataset(D = c(5, 5, 5), nobs = 50, nlevels = 3, blocks = 3)

# Create dissimilarity matrices for MANOVA design
formula <- y ~ x1 + x2
data_list <- list(
  y = matrix(rnorm(9), nrow = 3),
  x1 = matrix(rnorm(9), nrow = 3),
  x2 = matrix(rnorm(9), nrow = 3)
)
design <- manova_design(formula, data_list)
manova_model_obj <- manova_model(dset$dataset, design)
} # }