Package index • fmrilss

All functions

LSSBeta: LSSBeta object

MixedWorkspace: Mixed Model Workspace for Optimized Computation

VoxelHRF: VoxelHRF object

calculate_recovery_metrics(): Calculate HRF Recovery Metrics

compare_hrf_recovery(): Compare HRF Recovery Methods

create_lwu_grid(): Create LWU HRF Grid for OASIS Search

estimate_voxel_hrf(): Estimate Voxel-wise HRF Basis Coefficients

fast_reml_lambda: Fast analytical REML estimation for single variance component

fit_oasis_grid(): Fit OASIS with HRF Grid Search

fmrilss-package fmrilss: fmrilss: Least Squares Separate (LSS) Analysis for fMRI Data

generate_lwu_data(): Generate Synthetic fMRI Data with LWU HRF

generate_rapid_design(): OASIS HRF Recovery Testing Functions

list_to_workspace: Convert R list back to MixedWorkspace

lsa(): Least Squares All (LSA) Analysis

lss(): Least Squares Separate (LSS) Analysis

lss_beta_cpp(): Vectorized LSS Beta Computation Using C++

lss_cpp_optimized(): A wrapper for the optimized C++ LSS implementation

lss_naive(): Naive Least Squares Separate (LSS) Analysis

lss_optimized(): Optimized LSS Analysis (Pure R)

lss_with_hrf(): Perform LSS using Voxel-wise HRFs

mixed_multi_voxel_cpp(): Optimized multi-voxel mixed model estimation

mixed_precompute(): Precompute Workspace for Optimized Mixed Model

mixed_precompute_workspace(): Precompute workspace for mixed model optimization

mixed_single_voxel_cpp(): Fast single-voxel mixed model estimation using precomputed workspace

mixed_solve() mixed_solve_cpp(): Mixed Model Solver

mixed_solve_optimized(): Optimized Mixed Model Solver

plot_hrf_comparison(): Plot HRF Recovery Comparison

project_confounds(): Project Out Confound Variables

project_confounds_cpp(): Project Out Confounds Using C++