Man pages for gabrielfranco89/aggrmodel
A R package to fit aggregated data model
| aggrmodel | Fit Aggregated Model |
| aggrmodel_cluster | Fit aggregated model with clusters |
| buildX | Build design matrix to fit aggregated model |
| covMatrix | Covariance matrix for aggregated model |
| createCorBase | Create auxiliary correlation base matrix |
| createSimuData | Simulate aggregated data |
| createVarMtx | Functional variance matrix |
| expCorMtx | Exponential correlation matrix |
| getClusterInitials | Fit multiple simple models to obtain the clustering with... |
| get_inits | get_inits |
| gradLK | Create gradient function approximation via PRACMA package |
| logLikelihood | Compute log-likelihood for aggregated model |
| loglikWrapper | Wrapper for log-likelihood evaluation |
| market | Market for simulated data |
| periodicCorMtx | Periodic correlation matrix |
| plot.aggrmodel | Plot fit's mean curve |
| plot.aggrmodel_cluster | Plot mean curves of Aggregated Model with clusters |
| plotFitted | Plot fitted values over observed values |
| plotFitted_cluster | Plot fitted values over observed values for an... |
| Q_function | Function to be maximized in aggrmodel_cluster function |
| Q_wrapper | Wrapper for M-Step function evaluation |
| simpleAggrmodel | Fit a simple aggregated model |
| simuData | Simulated clustered aggregated signal |
| simulatedMeanCurves | Simulated Mean Curves for simulation analysis |
| simuTemperature | Simulated Temperature for simulation analysis |
