Analysis

sbi.analysis.ActiveSubspace	Identify the active subspace of the posterior for sensitivity analyses.
sbi.analysis.conditional_corrcoeff	Returns the conditional correlation matrix of a distribution.
sbi.analysis.conditional_pairplot	Plot conditional distribution given all other parameters.
sbi.analysis.conditional_potential	Returns potential function that can be used to sample the conditional potential.
sbi.analysis.marginal_plot	Plot samples in a row showing 1D marginals of selected dimensions.
sbi.analysis.pairplot	Plot samples in a 2D grid showing marginals and pairwise marginals.
sbi.analysis.plot_tarp	Plots the expected coverage probability (ECP) against the credibility level,alpha, for a given alpha grid.
sbi.analysis.pp_plot	Probability - Probability (P-P) plot for hypothesis tests to assess the validity of one (or several) estimator(s).
sbi.analysis.pp_plot_lc2st	Probability - Probability (P-P) plot for LC2ST.
sbi.analysis.sbc_rank_plot	Plot simulation-based calibration ranks as empirical CDFs or histograms.