Package index • bosc

Signal and O-score

make_continuous_trace(): Make a continuous trace from event times
autocorr_centered(): Centered autocorrelation (unnormalized)
spectral_peak(): Find spectral peak within bounds
oscillation_score(): Oscillation Score for binary or continuous data
oscillation_score_surrogates(): Surrogate oscillation scores (shuffle or trend-preserving)

Workflow Wrappers

oscillation_score_z() oscore_z(): Oscillation score with surrogate log-Z
oscillation_score_config() oscillation_score_cfg(): Configuration-list wrapper for oscillation scores
oscillation_score_surrogates_config() oscillation_score_stats(): Configuration-list wrapper for surrogate O-scores
phase_at_events(): Extract narrowband phase at event times

Tidy Helpers

oscore_tidy(): Tidy summary of oscillation score results
oscore_spectrum(): Tidy spectrum from oscillation score or spectral peak output
clusters_tidy(): Tidy summary of detected clusters
clusters_pixels(): Tidy per-pixel cluster data

Phase and Hilbert

narrowband_hilbert(): Narrowband filtering and Hilbert transform

Circular Statistics

circ_mean(): Circular Mean Direction
circ_r(): Mean Resultant Vector Length
circ_rayleigh(): Rayleigh Test for Non-uniformity
circ_vtest(): V-test for Non-uniformity with Specified Mean Direction

PPC and Statistical Testing

pairwise_phase_consistency(): Pairwise Phase Consistency (1D)
u_score_matrix(): Mann-Whitney U Z-score per element vs. reference repeats
paired_tscore(): Paired t-score along a dimension
nonparam_pval(): Non-parametric p-values vs reference
fdr_bh(): FDR Correction (Benjamini-Hochberg)

Clustering

extract_clusters(): Connected component labeling for thresholded data
detect_clusters(): Detect clusters with optional splitting

Grouped Data Preparation

align_time_bins(): Align observed times to a target bin grid
residualize_trials(): Residualize trial-wise responses against nuisance terms
aggregate_by_bin(): Aggregate trial values into regularized bins

Grouped Analysis

group_spectrum(): Grouped spectrum for binned subject-level series
group_spectrum_test(): Grouped spectrum with resampled null testing
group_tfr(): Grouped time-frequency map via narrowband Hilbert decomposition
group_tfr_test(): Grouped time-frequency map with resampled null testing
group_phase_consistency(): Grouped phase consistency over bins
group_phase_difference(): Grouped phase difference over bins

Plotting

plot_spectrum(): Plot spectrum
plot_phase_hist(): Plot phase histogram
plot_simplebox(): Simple Box Plot by Group
plot_cluster_heatmap(): Plot Cluster Heatmap

I/O

read_mat(): Load MATLAB .mat files (wrapper)
open_hdf5(): Load HDF5 files (wrapper)