Man pages for bayesGAM
Fit Multivariate Response Generalized Additive Models using Hamiltonian Monte Carlo
| bayesGAM | 'bayesGAM' fits a variety of regression models using... |
| bayesGAMfit | Contains results from 'rstan' as well as the design matrices... |
| bayesGAM-package | The 'bayesGAM' package. |
| bloodpressure | Blood pressure data from a clinical study |
| coefficients | Extract Model Coefficients |
| create_bivariate_design | Creates a design matrix from a bivariate smoothing algorithm |
| extract_log_lik_bgam | Extract the log likelihood from models fit by 'bayesGAM' |
| fitted | Extract fitted values from a model fit by 'bayesGAM' |
| getDesign | Design matrices from a 'bayesGAMfit' object |
| getModelSlots | Return one or slots from the 'Stan' model in 'bayesGAM' |
| getSamples | Extract the MCMC samples from an object of type 'bayesGAMfit' |
| getStanResults | Returns the 'stanfit' object generated by 'rstan' |
| L | Lag function for autoregressive models |
| loo_bgam | Calls the 'loo' package to perform efficient approximate... |
| loo_compare_bgam | Calls the 'loo' package to compare models fit by... |
| mcmc_plots | Plotting for MCMC visualization and diagnostics provided by... |
| mvcorrplot | Multivariate response correlation plot for 'bayesGAMfit'... |
| normal | Constructor function for Normal priors |
| np | Creates design matrices for univariate and bivariate... |
| plot | Additional plotting for MCMC visualization and diagnostics. |
| posterior_predict | Posterior predictive samples from models fit by 'bayesGAM' |
| ppc_plots | Plotting for MCMC visualization and diagnostics provided by... |
| predict | Posterior predictive samples from models fit by 'bayesGAM',... |
| reef | Coral reef data from survey data on 6 sites |
| showPrior | Display the priors used in 'bayesGAM' |
| st | Constructor function for Student-t priors |
| summary | Summarizing Model Fits from 'bayesGAM' |
| waic_bgam | Calls the 'loo' package to calculate the widely applicable... |
