FPCA & uncertainty¶

Dense/common-grid FPCA, component uncertainty, stability, review, and score/spectrum diagnostics.

This page contains 13 deterministic public plotting contracts.

plot_conformal_fpca_anomaly¶

API: plot_conformal_fpca_anomaly()
Scientific quantity: Split-conformal FPCA anomaly evidence
Equation: mathematical contract
Worked example: example

plot_fpca_component¶

API: plot_fpca_component()
Scientific quantity: FPC interpretation trajectory
Equation: mathematical contract
Worked example: example

plot_fpca_component_band¶

API: plot_fpca_component_band()
Scientific quantity: Simultaneous FPC band
Equation: mathematical contract
Worked example: example

plot_fpca_component_envelope¶

API: plot_fpca_component_envelope()
Scientific quantity: Sign-aligned FPC bootstrap envelope
Equation: mathematical contract
Worked example: example

plot_fpca_cross_validation¶

API: plot_fpca_cross_validation()
Scientific quantity: Reconstruction CV error by component count
Equation: mathematical contract
Worked example: example

plot_fpca_influence¶

API: plot_fpca_influence()
Scientific quantity: Leave-one-curve FPCA influence
Equation: mathematical contract
Worked example: example

plot_fpca_outlier_diagnostics¶

API: plot_fpca_outlier_diagnostics()
Scientific quantity: FPCA score/reconstruction outlier review
Equation: mathematical contract
Worked example: example

plot_fpca_score_uncertainty¶

API: plot_fpca_score_uncertainty()
Scientific quantity: FPC score basis uncertainty
Equation: mathematical contract
Worked example: example

plot_fpca_spectrum_uncertainty¶

API: plot_fpca_spectrum_uncertainty()
Scientific quantity: Bootstrap eigenvalue-spectrum uncertainty
Equation: mathematical contract
Worked example: example

plot_fpca_stability¶

API: plot_fpca_stability()
Scientific quantity: FPC stability diagnostic
Equation: mathematical contract
Worked example: example

plot_fpca_subspace_stability¶

API: plot_fpca_subspace_stability()
Scientific quantity: Near-tied eigenspace stability
Equation: mathematical contract
Worked example: example

plot_fpca_variance¶

API: plot_fpca_variance()
Scientific quantity: Explained functional variance
Equation: mathematical contract
Worked example: example

plot_reconstruction_curve¶

API: plot_reconstruction_curve()
Scientific quantity: Observed versus truncated FPCA reconstruction
Equation: mathematical contract
Worked example: example