Mixed effects & repeated measures¶

Repeated-trial Gaussian functional mixed effects, covariance sensitivity, and random-effect diagnostics.

This page contains 9 deterministic public plotting contracts.

`plot_covariance_sensitivity_band_widths`¶

Band-width sensitivity across covariance structures

API: plot_covariance_sensitivity_band_widths()
Scientific quantity: Band-width sensitivity across covariance structures
Equation: mathematical contract
Worked example: example

Coefficient sensitivity across covariance structures

API: plot_covariance_sensitivity_coefficients()
Scientific quantity: Coefficient sensitivity across covariance structures
Equation: mathematical contract
Worked example: example

Fixed-covariance versus full-refit bootstrap

API: plot_functional_mixed_effects_bootstrap_comparison()
Scientific quantity: Fixed-covariance versus full-refit bootstrap
Equation: mathematical contract
Worked example: example

Mixed-effects fixed coefficient function

API: plot_functional_mixed_effects_coefficient()
Scientific quantity: Mixed-effects fixed coefficient function
Equation: mathematical contract
Worked example: example

Mixed-effects residual ACF

API: plot_functional_mixed_effects_residual_acf()
Scientific quantity: Mixed-effects residual ACF
Equation: mathematical contract
Worked example: example

Mixed-effects residual variogram

API: plot_functional_mixed_effects_residual_variogram()
Scientific quantity: Mixed-effects residual variogram
Equation: mathematical contract
Worked example: example

Participant functional random effects

API: plot_functional_random_effects()
Scientific quantity: Participant functional random effects
Equation: mathematical contract
Worked example: example

Nested trial functional random effects

API: plot_functional_trial_random_effects()
Scientific quantity: Nested trial functional random effects
Equation: mathematical contract
Worked example: example

Participant/trial/residual functional variance

API: plot_functional_variance_decomposition()
Scientific quantity: Participant/trial/residual functional variance
Equation: mathematical contract
Worked example: example