Man pages for rSPDE
Rational Approximations of Fractional Stochastic Partial Differential Equations
| augment.rspde_lme | Augment data with information from a 'rspde_lme' object |
| bru_get_mapper.inla_rspde | rSPDE inlabru mapper |
| bru_get_mapper.inla_rspde_anisotropic2d | rSPDE anisotropic inlabru mapper |
| bru_get_mapper.inla_rspde_fintrinsic | rSPDE inlabru mapper |
| bru_get_mapper.inla_rspde_matern1d | rSPDE stationary inlabru mapper |
| bru_get_mapper.inla_rspde_spacetime | rSPDE space time inlabru mapper |
| bru_get_mapper.intrinsic_matern | rSPDE inlabru mapper |
| construct.spde.matern.loglike | Constructor of Matern loglikelihood functions for... |
| covariance_mesh | Covariance between mesh nodes |
| cov_function_mesh | Covariance between mesh nodes and locations |
| create_train_test_indices | Create train and test splits for cross-validation |
| cross_validation | Perform cross-validation on a list of fitted models. |
| folded.matern.covariance.1d | The 1d folded Matern covariance function |
| folded.matern.covariance.2d | The 2d folded Matern covariance function |
| fractional.operators | Rational approximations of fractional operators |
| get.initial.values.rSPDE | Initial values for log-likelihood optimization in rSPDE... |
| gg_df | Data frame for result objects from R-INLA fitted models to be... |
| gg_df.rspde_result | Data frame for rspde_result objects to be used in ggplot2 |
| glance.rspde_lme | Glance at an 'rspde_lme' object |
| graph_data_rspde | Data extraction from metric graphs for 'rSPDE' models |
| intrinsic.matern.operators | Covariance-based approximations of intrinsic fields |
| intrinsic.operators | Covariance-based approximations of intrinsic fields |
| make_A | Projection matrix for model objects |
| matern2d.operators | Rational approximations of stationary anisotropic Gaussian... |
| matern.covariance | The Matern covariance function |
| matern.operators | Rational approximations of stationary Gaussian Matern random... |
| matern.rational | Rational approximation of the Matern fields on intervals and... |
| matern.rational.cov | Rational approximation of the Matern covariance |
| operator.operations | Operations with the Pr and Pl operators |
| precision.CBrSPDEobj | Get the precision matrix of CBrSPDEobj objects |
| precision.CBrSPDEobj2d | Get the precision matrix of CBrSPDEobj2d objects |
| precision.inla_rspde | Get the precision matrix of 'inla_rspde' objects |
| precision.intrinsicCBrSPDEobj | Get the precision matrix of intrinsicCBrSPDEobj objects |
| precision.rSPDEobj1d | Get the precision matrix of rSPDEobj1d objects |
| precision.spacetimeobj | Get the precision matrix of spacetimeobj objects |
| predict.CBrSPDEobj | Prediction of a fractional SPDE using the covariance-based... |
| predict.CBrSPDEobj2d | Prediction of an anisotropic Whittle-Matern field |
| predict.inla_rspde_matern1d | Predict method for 'inlabru' stationary Matern 1d models |
| predict.intrinsicCBrSPDEobj | Prediction of an intrinsic Whittle-Matern model |
| predict.rspde_lme | Prediction of a mixed effects regression model on a metric... |
| predict.rSPDEobj | Prediction of a fractional SPDE using a rational SPDE... |
| predict.spacetimeobj | Prediction of a space-time SPDE |
| rational.order | Get the order of rational approximation. |
| rational.order-set | Changing the order of the rational approximation |
| rational.type | Get type of rational approximation. |
| rational.type-set | Changing the type of the rational approximation |
| require.nowarnings | Warnings free loading of add-on packages |
| rSPDE.A1d | Observation matrix for finite element discretization on R |
| rspde.anistropic2d | Rational approximations of stationary anisotropic Gaussian... |
| rSPDE.Ast | Observation matrix for space-time models |
| rSPDE.construct.matern.loglike | Constructor of Matern loglikelihood functions. |
| rSPDE.fem1d | Finite element calculations for problems on R |
| rSPDE.fem2d | Finite element calculations for problems in 2D |
| rspde.intrinsic | Rational approximations of fractional intrinsic fields |
| rspde_lme | rSPDE linear mixed effects models |
| rSPDE.loglike | Object-based log-likelihood function for latent Gaussian... |
| rspde.make.A | Observation/prediction matrices for rSPDE models. |
| rspde.make.index | rSPDE model index vector generation |
| rspde.matern | Matern rSPDE model object for INLA |
| rspde.matern1d | Matern rSPDE model object for INLA |
| rspde.matern.intrinsic | Intrinsic Matern rSPDE model object for INLA |
| rSPDE.matern.loglike | Object-based log-likelihood function for latent Gaussian... |
| rspde.matern.precision | Precision matrix of the covariance-based rational... |
| rspde.matern.precision.integer | Precision matrix of stationary Gaussian Matern random fields... |
| rspde.matern.precision.integer.opt | Optimized precision matrix of stationary Gaussian Matern... |
| rspde.matern.precision.opt | Optimized precision matrix of the covariance-based rational... |
| rspde.mesh.project | Calculate a lattice projection to/from an 'inla.mesh' for... |
| rspde.metric_graph | Matern rSPDE model object for metric graphs in INLA |
| rSPDE-package | Rational approximations of fractional SPDEs. |
| rspde.result | rSPDE result extraction from INLA estimation results |
| rspde.spacetime | Space-Time Random Fields via SPDE Approximation |
| simulate.CBrSPDEobj | Simulation of a fractional SPDE using the covariance-based... |
| simulate.CBrSPDEobj2d | Simulation of a fractional SPDE using the covariance-based... |
| simulate.intrinsicCBrSPDEobj | Simulation of a fractional intrinsic SPDE using the... |
| simulate.rSPDEobj | Simulation of a fractional SPDE using a rational SPDE... |
| simulate.rSPDEobj1d | Simulation of a Matern field using a rational SPDE... |
| simulate.spacetimeobj | Simulation of space-time models |
| spacetime.operators | Space-time random fields |
| spde.make.A | Observation/prediction matrices for rSPDE models with integer... |
| spde.matern.loglike | Parameter-based log-likelihood for a latent Gaussian Matern... |
| spde.matern.operators | Rational approximations of non-stationary Gaussian SPDE... |
| summary.CBrSPDEobj | Summarise CBrSPDE objects |
| summary.CBrSPDEobj2d | Summarise CBrSPDEobj2d objects |
| summary.intrinsicCBrSPDEobj | Summary method for class "intrinsicCBrSPDEobj" |
| summary.rspde_lme | Summary Method for 'rspde_lme' Objects. |
| summary.rSPDEobj | Summarise rSPDE objects |
| summary.rSPDEobj1d | Summarise rSPDE objects without FEM |
| summary.rspde_result | Summary for posteriors of field parameters for an... |
| summary.spacetimeobj | Summarise spacetime objects |
| transform_parameters_anisotropic | Transform Anisotropic SPDE Model Parameters to Original Scale |
| transform_parameters_spacetime | Transform Spacetime SPDE Model Parameters to Original Scale |
| update.CBrSPDEobj | Update parameters of CBrSPDEobj objects |
| update.CBrSPDEobj2d | Update parameters of CBrSPDEobj2d objects |
| update.intrinsicCBrSPDEobj | Update parameters of intrinsicCBrSPDEobj objects |
| update.rSPDEobj | Update parameters of rSPDEobj objects |
| update.rSPDEobj1d | Update parameters of rSPDEobj1d objects |
| update.spacetimeobj | Update parameters of spacetimeobj objects |
| variogram.intrinsic.spde | Variogram of intrinsic SPDE model |
