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Create Design Matrix from Benchmark Dataset

Source: R/benchmark_datasets.R
create_design_matrix_from_benchmark.Rd

Helper function to create a design matrix from a benchmark dataset using a specified HRF. This is useful for testing different HRF assumptions against the ground truth.

Usage

create_design_matrix_from_benchmark(
  dataset_name,
  hrf,
  include_intercept = TRUE
)

Arguments

dataset_name

Character string specifying which dataset to use

hrf

HRF object to use for convolution (e.g., fmrihrf::HRF_SPMG1)

include_intercept

Logical, whether to include an intercept column

Value

A matrix with the design matrix (time x conditions)

Examples

# Create design matrix using canonical HRF
X <- create_design_matrix_from_benchmark("BM_Canonical_HighSNR", fmrihrf::HRF_SPMG1)

# Test with a different HRF
X_wrong <- create_design_matrix_from_benchmark("BM_Canonical_HighSNR", fmrihrf::HRF_SPMG2)