tedana.metrics.external

Metrics based on fits of component time series to external time series.

Functions

add_external_dependencies(dependency_config, ...)	Add dependency information when external regressors are inputted.
build_fstat_regressor_models(...)	Combine detrending all or subsets of external regressors to make models to fit and test.
calculate_max_rp_corr(*, mixing, regressors)	Calculate the maximum regressor-correlation (max_rp_corr) for each component.
compute_external_regressor_correlations(...)	Compute correlations between external regressors and ICA component time series.
fit_max_rp_corr_to_regressors(...[, seed])	Calculate max_rp_corr from specified external regressor columns.
fit_mixing_to_regressors(component_table, ...)	Compute Linear Model and calculate F statistics and P values for combinations of regressors.
fit_model_with_stats(y, regressor_models, ...)	Fit full and partial models and calculate F stats, R2, and p values.
fit_regressors(component_table, ...[, seed])	Fit regressors to the mixing matrix.
load_validate_external_regressors(*, ...)	Load and validate external regressors and descriptors in dictionary.
validate_extern_regress(*, ...)	Confirm external regressor dictionary matches data and expands regular expressions.

Exceptions

RegressError

Passes errors that are raised when validate_extern_regress fails.