Package index • tractable

All functions

bootstrap_df(): Bootstrap an AFQ dataframe

build_formula(): Build a GAM formula.

estimate_distribution(): Estimate distribution function from values.

estimate_smooth_basis(<default>) estimate_smooth_basis(<formula>): Estimate smoothing basis dimensions for GAM smoothers.

fit_gam(<default>) fit_gam(<formula>): Fit a GAM model.

plot_gam_splines(): Plot GAM splines for each group

plot_tract_profiles(): Plot tract profiles

read_afq_files(): Create a merged AFQ and phenotype dataframe

read_afq_hbn(): Load tract profiles from the Healthy Brain Network dataset

read_afq_sarica(): Load tract profiles from Sarica et al.

read_afq_weston_havens(): Load tract profiles from Yeatman et al.

save_gam(): Save GAM model outputs.

shuffle_df(): Shuffle an AFQ dataframe

spline_diff(): Calculate and plot difference between two splines

tract_name(): Retrieve tract name from abbreviation

tractable_single_tract(): Analyze group differences in a single dMRI tract profile using GAMs