environmentaltools.graphics.plot_conditional_regime

environmentaltools.graphics.plot_conditional_regime(xpar, xparaux, xlim, ylim, alpha, dist, param, yest, reg, xg, yg, pdfg, ci, x, y, xlab, ylab, yrlab, valmed)[source]

Plot joint regime results from conditional distribution function.

Visualizes the relationship between two variables through conditional probability distributions and regression models with confidence intervals.

Parameters:

  • xpar (array-like) – Primary conditioning parameter values.

  • xparaux (array-like) – Auxiliary conditioning parameter values.

  • xlim (tuple) – X-axis limits (min, max).

  • ylim (tuple) – Y-axis limits (min, max).

  • alpha (float) – Significance level for confidence intervals.

  • dist (str) – Distribution type (‘GEV’, ‘Lognormal’, ‘Normal’, etc.).

  • param (array-like) – Distribution parameters for each regime.

  • yest (array-like) – Estimated response values.

  • reg (int) – Regression type identifier (1=polynomial1, 2=polynomial2, 3=power1, 4=power2).

  • xg (array-like) – Grid x-coordinates for PDF contours.

  • yg (array-like) – Grid y-coordinates for PDF contours.

  • pdfg (array-like) – Probability density function values on grid.

  • ci (array-like) – Confidence interval bounds.

  • x (array-like) – Observed x data points.

  • y (array-like) – Observed y data points.

  • xlab (str) – X-axis label.

  • ylab (str) – Y-axis label.

  • yrlab (str) – Right y-axis label (for marginal distribution).

  • valmed (float) – Median value for reference line.

Returns:

Displays the plot.

Return type:

None