tedana.metrics.external

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

Functions

build_fstat_regressor_models(...)	Combine detrending all or subsets of external regressors to make models to fit and test.
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, ...)	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.