Man pages for clustra
Clustering Longitudinal Trajectories
| allpair_RandIndex | allpair_RandIndex: helper for replicated cluster comparison |
| bp10k | Simulated blood pressure data |
| check_df | Checks if non-empty groups have enough data for spline fit... |
| clustra | Cluster longitudinal trajectories over time |
| clustra-package | clustra-package |
| clustra_rand | clustra_rand: Rand Index cluster evaluation |
| clustra_sil | clustra_sil: Prepare silhouette plot data for several k or... |
| deltime | Timing function |
| gendata | gendata |
| gen_traj_data | Data Generators |
| ic_fun | Function to test information criteria. Not exported and used... |
| kchoose | A test function to evaluate information criteria for several... |
| mse_g | Various Loss functions used internally by clustra |
| oneid | Generates data for one 'id' |
| plot_sample | Plots a sample of ids in a small mutiples layout |
| plot_silhouette | Plots a list item, a silhouette, from the result of... |
| plot_smooths | plot_smooths |
| pred_g | Function to predict for new data based on fitted gam object. |
| rand_plot | Matrix plot of Rand Index comparison of replicated clusters |
| start_groups | Function to assign starting groups. |
| tps_g | Fits a thin plate spline to a single group with 'bam'. |
| trajectories | Cluster longitudinal trajectories over time. |
| traj_rep | Function to run trajectories inside mclapply with one core. |
| xit_report | xit_report |
