Man pages for GPBayes
Tools for Gaussian Process Modeling in Uncertainty Quantification
| BesselK | Modified Bessel function of the second kind |
| cauchy | The generalized Cauchy correlation function |
| CH | The Confluent Hypergeometric correlation function proposed by... |
| cor.to.par | Find the correlation parameter given effective range |
| deriv_kernel | A wraper to construct the derivative of correlation matrix... |
| distance | Compute distances for two sets of inputs |
| GaSP | Building, fitting, predicting for a GaSP model |
| gp | Construct the 'S4' object gp |
| GPBayes-package | Tools for Gaussian Stochastic Process Modeling in Uncertainty... |
| gp-class | The 'gp' class |
| gp.condsim | Perform conditional simulation from a Gaussian process |
| gp.fisher | Fisher information matrix |
| gp.get.mcmc | get posterior summary for MCMC samples |
| gp.mcmc | A wraper to fit a Gaussian stochastic process model with MCMC... |
| gp-method | Print the information an object of the 'gp' class |
| gp.model.adequacy | Model assessment based on Deviance information criterion... |
| gp.optim | A wraper to fit a Gaussian stochastic process model with... |
| gp.predict | Prediction at new inputs based on a Gaussian stochastic... |
| gp.sim | Simulate from a Gaussian stochastic process model |
| HypergU | Confluent hypergeometric function of the second kind |
| ikernel | A wraper to build different kinds of correlation matrices... |
| kernel | A wraper to build different kinds of correlation matrices... |
| loglik | A wraper to compute the natural logarithm of the integrated... |
| matern | The Matérn correlation function proposed by Matérn (1960) |
| powexp | The powered-exponential correlation function |
