Man pages for DGP4LCF
Dependent Gaussian Processes for Longitudinal Correlated Factors
| DGP4LCF-package | DGP4LCF: Dependent Gaussian Processes for Longitudinal... |
| factor_loading_heatmap | Displaying significant factor loadings in the heatmap. |
| factor_score_trajectory | Plotting figures for factor score trajectory. |
| gibbs_after_mcem_algorithm | Generating posterior samples for parameters (other than DGP... |
| gibbs_after_mcem_combine_chains | Combining from all chains the posterior samples for... |
| gibbs_after_mcem_diff_initials | Generating different initials for multiple chains. |
| gibbs_after_mcem_load_chains | Loading the saved posterior samples for parameters in the... |
| mcem_algorithm | Monte Carlo Expectation Maximization (MCEM) algorithm to... |
| mcem_cov_plot | Visualizing cross-correlations among factors. |
| mcem_parameter_setup | Parameters' setup and initial value assignment for the Monte... |
| numerics_summary_do_not_need_alignment | Numerical summary for important continuous variables that do... |
| numerics_summary_need_alignment | Numerical summary for factor loadings and factor scores,... |
| sim_fcs_init | Initials values. |
| sim_fcs_results_irregular_6_8 | Results when people have irregularly observed time points... |
| sim_fcs_results_regular_8 | Results when people are observed at common 8 time points. |
| sim_fcs_truth | Truth of simulated data. |
| subject_specific_objects | Constructing subject-specific objects required for Gibbs... |
| table_generator | Generating a table listing all possible combinations of the... |
