spectral_connectivity.statistics

Common statistical procedures used with frequency domain measures.

Functions

Benjamini_Hochberg_procedure	Corrects for multiple comparisons and returns the significant p-values by controlling the false discovery rate at level alpha using the Benjamani-Hochberg procedure.
Bonferroni_correction	Corrects for multiple comparisons and returns the significant p-values by controlling the false discovery rate at level alpha using the Bonferroni procedure.
adjust_for_multiple_comparisons	Corrects for multiple comparisons and returns the significant p-values.
coherence_bias	Estimates of coherence are biased by sample size [1,2].
coherence_rate_adjustment	Correction for the spike-field or spike-spike coherence when the conditions have different firing rates.
fisher_z_transform	Transform the coherence magnitude to an approximately normal distribution.
get_normal_distribution_p_values	Given data, returns the probability the data was generated from a normal distribution with mean and std_deviation
power_confidence_intervals	Confidence intervals for the power spectrum.