Package index
-
bootstrap_df()
- Bootstrap an AFQ dataframe
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build_formula()
- Build a GAM formula dynamically
-
fit_gam()
- Fit a GAM for tract node metrics (e.g. FA, MD)
-
parse_s3_uri()
- Parse an S3 URI
-
plot_gam_splines()
- Plot GAM splines for each group
-
plot_tract_profiles()
- Plot tract profiles for each bundle as a facet and each metric as a figure.
-
read_afq_files()
- Create a merged AFQ/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.
-
sampling_test()
- Perform repeated sampling tests on an AFQ dataframe.
-
select_bundle()
- Select a single bundle from an AFQ dataframe
-
shuffle_df()
- Shuffle an AFQ dataframe
-
spline_diff()
- Calculate and plot difference between two splines
-
tract_name()
- Retrieve tract name from abbreviation
-
tractable_single_bundle()
- Analyze group differences in a single dMRI tract profile using GAMs