Man pages for fda.vi
Functional Data Analysis using Variational Inference
| beta_expectations | Expected Residual and Coefficient Squared Moments |
| checkConvergence | ELBO Convergence Check helper method |
| coef.vem_fit | Extract Active Basis Coefficients from a VEM Fit |
| elbo_functions | ELBO Component Functions |
| expectedLogTheta | Theta-related Expectation Helpers |
| fda.vi-package | fda.vi: Functional Data Analysis using Variational Inference |
| gcv_vem | GCV Score for a VEM Smooth Fit |
| plot.vem_fit | Plot a VEM Fit with Credible Band |
| predict.vem_fit | Predict Method for VEM Fits |
| psi_helpers | Ornstein-Uhlenbeck Correlation Matrix and Derivatives |
| summary.vem_fit | Summary Method for VEM Fits |
| toy_curves | Toy Simulated Functional Dataset |
| tune_vem_by_gcv | Tune Basis Complexity via GCV |
| variance_expectations | Expected Values Under Inverse-Gamma Variational Variance... |
| vem_fit | Fit a VEM Smooth Model |
| vem_smooth | Variational EM Algorithm for Bayesian Basis Function... |
