# Marginal Distribution Plots

Visualize 2D joint distributions with covariance ellipses, marginal density curves, and optional Monte Carlo scatter overlays.

## Solver API

::: brahe.plot_estimator_marginal

## Array API

::: brahe.plot_estimator_marginal_from_arrays

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## See Also

- [Estimation Plots Guide](../../learn/plots/estimation.md) -- Usage examples and visual gallery
- [Estimation State Plots](estimation_state.md) -- State error and value plots
- [Measurement Residual Plots](estimation_residuals.md) -- Residual diagnostics