api.rst

.. currentmodule:: pingouin

Functions

Table of Contents

• Functions
  • ANOVA and T-test
  • Bayesian
  • Circular
  • Contingency
  • Correlation and regression
  • Distribution
  • Effect sizes
  • Multiple comparisons and post-hoc tests
  • Multivariate tests
  • Non-parametric
  • Others
  • Plotting
  • Power analysis
  • Reliability and consistency

ANOVA and T-test

.. autosummary::
   :toctree: generated/

    anova
    ancova
    rm_anova
    epsilon
    mixed_anova
    welch_anova
    tost
    ttest
    ptests

Bayesian

.. autosummary::
   :toctree: generated/

    bayesfactor_binom
    bayesfactor_ttest
    bayesfactor_pearson

Circular

.. autosummary::
   :toctree: generated/

    convert_angles
    circ_axial
    circ_corrcc
    circ_corrcl
    circ_mean
    circ_r
    circ_rayleigh
    circ_vtest

Contingency

.. autosummary::
   :toctree: generated/

    chi2_independence
    chi2_mcnemar
    dichotomous_crosstab

Correlation and regression

.. autosummary::
   :toctree: generated/

    corr
    pairwise_corr
    partial_corr
    pcorr
    rcorr
    distance_corr
    rm_corr
    linear_regression
    logistic_regression
    mediation_analysis

Distribution

.. autosummary::
   :toctree: generated/

    anderson
    gzscore
    homoscedasticity
    normality
    sphericity

Effect sizes

.. autosummary::
   :toctree: generated/

    compute_effsize
    compute_effsize_from_t
    convert_effsize
    compute_esci
    compute_bootci

Multiple comparisons and post-hoc tests

.. autosummary::
   :toctree: generated/

    pairwise_corr
    pairwise_tests
    pairwise_tukey
    pairwise_gameshowell
    ptests
    multicomp

Multivariate tests

.. autosummary::
   :toctree: generated/

    box_m
    multivariate_normality
    multivariate_ttest

Non-parametric

.. autosummary::
   :toctree: generated/

    cochran
    friedman
    kruskal
    mad
    madmedianrule
    mwu
    wilcoxon
    harrelldavis

Others

.. autosummary::
     :toctree: generated/

      print_table
      remove_na
      read_dataset
      list_dataset
      set_default_options

Plotting

.. autosummary::
     :toctree: generated/

      plot_blandaltman
      plot_circmean
      plot_paired
      plot_shift
      plot_rm_corr
      qqplot

Power analysis

.. autosummary::
     :toctree: generated/

      power_anova
      power_rm_anova
      power_chi2
      power_corr
      power_ttest
      power_ttest2n

Reliability and consistency

.. autosummary::
     :toctree: generated/

      cronbach_alpha
      intraclass_corr