Man pages for NorskRegnesentral/SpatGEVBMA
Hierarchical spatial generalized extreme value (GEV) modeling with Bayesian Model Averaging (BMA)
| A | Title |
| dmvnorm | Log density of a multivariate normal distribution |
| f.double.prime | Second derivative of the posterior distribution of a spatial... |
| f_double_prime_new | Title |
| f.prime | First derivative of the posterior of a spatial GEV model with... |
| f_prime_new | Title |
| g.double.prime | The second derivative of a GEV distribution with respect to a... |
| g_double_prime_new | Title |
| g.eta.double.prime | Title |
| g_eta_double_prime_new | Title |
| g.eta.prime | Title |
| g_eta_prime_new | Title |
| get.sigma.22.inv | Title |
| get.sigma.22.inv.tau | Title |
| gev.crps | Compute the Continuous Rank Probability Score (CRPS) |
| gev.impute | Given the output of the MCMC, return a number of samples for... |
| gev.impute.params | Title |
| gev.init | Initilizes a state object for a Spatial GEV distribution |
| gev.like | The log likelihood of a GEV distribution |
| gev_like_new | Title |
| gev.logscore | Compute the Log Score |
| gev.process.results | Outputs some tables from the results of Spatial GEV MCMC run |
| gev.results.init | Initialize a results object for spatial.bma.gev |
| gev.update | Updates all the parameters in a spatial GEV model |
| gev.update.hyper | Updates the Gaussian Process hyperparameters in the Spatial... |
| gev.update.lambda | Update the lambda parameter in a Gaussian Process |
| gev.update.M | Sample a new model from the current model for any linear... |
| gevUpdateM | Title |
| gev.update.tau.eta | Title |
| gev.update.tau.kappa | Update the random effects of the precision parameter in a... |
| gev.update.tau.mu | Internal function to update the random effects of the... |
| gev.update.tau.xi | Update the random effects for the shape parameter in a... |
| gev.update.theta | Update the linear parameters in a spatial GEV model |
| gev.z.p | Calculate the 1/p return level for a GEV distribution |
| gp.like.lambda | The likelihood of a Gaussian process used to initialize the... |
| g.prime | The first derivative of the posterior density of a spatial... |
| g_prime_new | Title |
| imputation.func | Title |
| j.double.prime | The second derivative of a spatial GEV with respect to a... |
| j_double_prime_new | Title |
| j.prime | The first derivative of the posterior density of a spatial... |
| j_prime_new | Title |
| ldot | Title |
| l.double.prime | The second derivative of a Gaussian process with respect to... |
| logdet | Returns the log determinant for a symmetric positive definite... |
| l.prime | First derivative of a GP with respect to lambda |
| make.D | Form the distance matrix for use in a Gaussian Process |
| norway | Extreme Precipitation Data at 69 Sites in Norway |
| print_map | Title |
| rtnorm | Title |
| SpatGEVBMA.wrapper | Wrapper for spatial.gev.bma with netcdf files |
| spatial.gev.bma | Run an MCMC to fit a hierarchical spatial generalized extreme... |
| spatial.gev.bma-package | Fit a Hierarchical Spatial Generalized Extreme Value model... |
