TwoSampleHC 0.4.2

Higher Criticism two-sample tests for sparse signals

TwoSampleHC

Higher Criticism (HC) utilities for two-sample testing under sparsity. Provides:

• HC statistic variants (HC, HCstar, HCjin)
• Exact and randomized binomial p-values for feature-wise testing
• Convenience helpers to compute HC thresholds and DataFrame outputs

Install from a local build or PyPI:

pip install TwoSampleHC

Basic usage:

from TwoSampleHC import two_sample_test

hc_score, hc_threshold = two_sample_test(
    smp1, smp2, data_type='counts', alt='two-sided', stbl=True, gamma=0.2
)

Requirements: numpy, pandas, scipy.

See the source in src/TwoSampleHC for details and examples.