manova_model: Create a MANOVA Model

In bbuchsbaum/rMVPA: Multivoxel Pattern Analysis in R

Create a MANOVA Model

Description

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.

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.

Value

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

Examples

# Create a MANOVA model
dataset <- create_mvpa_dataset(data_matrix, labels, subject_ids)
formula <- y ~ x1 + x2
data_list <- list(y = dissimilarity_matrix_y, x1 = dissimilarity_matrix_x1, x2 = dissimilarity_matrix_x2)
design <- manova_design(formula, data_list)
manova_model_obj <- manova_model(dataset, design)

bbuchsbaum/rMVPA documentation built on April 28, 2024, 6:30 a.m.