hierarch documentation

This is the hierarch documentation. Please start with the User Manual.

Table of Contents

• User Manual
  • Overview
  • Setup
    • Dependencies
    • Installation
  • Usage
    • Importing Data
    • Hypothesis Testing
    • Confidence Intervals
    • Power Analysis
• Reference
  • hierarch.stats
    • hierarch.stats.confidence_interval
    • hierarch.stats.hierarchical_randomization
    • hierarch.stats.hypothesis_test
    • hierarch.stats.jackknife_studentized_covariance
    • hierarch.stats.multi_sample_test
    • hierarch.stats.studentized_covariance
    • hierarch.stats.welch_statistic
    • hierarch.stats.ConvergenceWarning
  • hierarch.power
    • hierarch.power.DataSimulator
  • hierarch.resampling
    • hierarch.resampling.bootstrap_plan
    • hierarch.resampling.draw_bootstrap_weights
    • hierarch.resampling.draw_bootstrap_weights_batch
    • hierarch.resampling.draw_permuted_labels
    • hierarch.resampling.exact_label_matrix
    • hierarch.resampling.permutation_plan
    • hierarch.resampling.BootstrapPlan
    • hierarch.resampling.PermutationPlan
  • hierarch.design
    • hierarch.design.design_matrix
    • hierarch.design.DesignMatrix
• Changelog
  • 2.0.0 (2026-08-26)
  • 1.2.1 (2026-02-21)
  • 1.2.0 (2026-01-11)
  • 1.1.6 (2023-08-23)
  • 1.1.5 (2023-05-24)
  • 1.1.4 (2023-05-24)
  • 1.1.3 (2021-07-07)
  • 1.1.2 (2021-06-21)
  • 1.1.1 (2021-06-10)
  • 1.1 (2021-06-08)
  • 1.0.1 (2021-06-05)
  • 1.0.0 (2021-06-05)
  • 0.3 (2021-05-26)
  • 0.2 (2021-05-05)