Man pages for alexvolkmann/multifammPaper
Convenience Functions for the Analysis of the multiFAMM Paper
| approx_autocor | Function to Approximate an Autocorrelation Function Based on... |
| compute_fitted_sim | Compute the True Values to Compare with Fitted Values |
| compute_mu_sim | Compute the Fitted Mean Trajectories |
| cov2DataFrame | Compute the Surface of a Covariance Compoent and Convert it... |
| cova_comp_plot | Plot the Comparison of Univariate and Multivariate Covariate... |
| covariance_surf_plot_helper | Extract Data for Covariance Surface Plot |
| covariate_comp_plot_helper | Create Data to Plot Covariate Effect Comparison Uni-Mul |
| covariate_plot | Plot Covariate Effects Together |
| covariate_plot_helper | Extract Data for Covariate Plot |
| covariate_plot_helper_2d_transform | Transform Covaraiate Effect Plot Data for 2D Case |
| coverage_area_helper | Coverage Area Plot Helper Function |
| coverage_plot_helper | Coverage plot helper function |
| covSurv | Estimate Covariance Surface |
| create_coverage_array | Create the Coverage Array of the Simulation |
| estim_overall_cov | Function to Estimate the Covariance Operator |
| extract_Covfct_sim | Extract the Estimated Covariate Effect for One Specific Model... |
| extract_Covfct_sim_uni | Extract the Estimated Covariate Effect for One Specific Model... |
| extract_Eigenfct_sim | Extract the Estimated Eigenfunctions for One Specific... |
| extract_Eigenfct_sim_dim | Extract the Estimated Eigenfunctions for One Specific... |
| extract_Eigenfct_sim_uni | Extract the Estimated Eigenfunctions for One Specific... |
| flip_scores | Flip Estimated Eigenscores According to the Flipping of... |
| flip_scores_uni | Flip Estimated Eigenscores According to the Flipping of... |
| fpc2DataFrame | Convert Univariate Estimates of Eigenfunctions to Data.frame |
| fpc_plot_helper | Extract Data for FPC Plot |
| funData2DataFrame | Transform a funData object to an Data.Frame |
| gendata | Generate Data for Simulation |
| load_sim_results | Load All Simulation Results of Model Components of a Folder |
| mrrMSE | Multivariate Root (Relative) Mean Squared Error for Functions |
| plot_snooker_fit | Plot the Snooker Fit per Observation |
| predictedUnivar2DataFrame | Transform Output of Covariate Predictions of Univariate... |
| predict_funData | Predict funData Object for Unobserved Values |
| predict_sparseFLMM_covar | Predict The Covariate Effects of a Univariate sparseFLMM... |
| prepare_gam_predict | Prepare Prediction of Simulated Data Using MGCV Model Object |
| return_number_fpcs | Return Number of Selected FPCS per Component and Iteration |
| rrMSE | Root (Relative) Mean Squared Error for Scalar Estimates |
| sim_eval_components | Evaluate the model components in the simulation |
| sim_eval_dimensions | Evaluate the model components per dimension in the simulation |
| urrMSE | Univariate Root (Relative) Mean Squared Error for Functions |
