BivMetaAnalysis         Bivariate Meta Analysis
Cancer                  ~~ data name/kind ... ~~
Drivers                 Time series with seasonal effect
Epil                    Repeated measures on Poisson counts
Germany                 Disease Mapping
INLA-package            Integrated Nested Laplace Approximation
Kidney                  Kidney infection data
Leuk                    The Leukemia data
Munich                  The Munich rent data
Oral                    ~~ data name/kind ... ~~
PRborder                The PRborder data
PRprec                  The PRprec data
SPDEtoy                 toy simulated data set for the SPDE tutorial
Salm                    Extra-Poisson variation in dose-response study
Scotland                Conditional Autoregressive (CAR) model for
                        disease mapping
Seeds                   Factorial design
Surg                    Surgical: Institutional ranking
SurvSim                 Survival data
Tokyo                   Binomial time series
Zambia                  Semiparametric regression
aggregate.gaussian      Aggregate Gaussian into an equivalent
                        observation
as.inla.mesh.segment    Convert 'sp' curve objects to
                        'inla.mesh.segment' objects.
control.bgev.default    Control variables in control.bgev.default
control.compute         Control variables in control.compute
control.expert          Control variables in control.expert
control.family          Control variables in control.family
control.fixed           Control variables in control.fixed
control.group           Control variables in control.group
control.hazard          Control variables in control.hazard
control.inla            Control variables in control.inla
control.lincomb         Control variables in control.lincomb
control.link            Control variables in control.link
control.lp.scale        Control variables in control.lp.scale
control.mix             Control variables in control.mix
control.mode            Control variables in control.mode
control.pardiso.default
                        Control variables in control.pardiso.default
control.predictor       Control variables in control.predictor
control.results         Control variables in control.results
control.update          Control variables in control.update
cut                     Group-wise model criticism using node-splitting
debug.graph             Debug a graph-file
extract.groups          Extract tagged boundary/internal segments.
f                       Define general Gaussian models in the INLA
                        formula
fgn                     Return the coefficients in the 3-component
                        AR(1) mixture representing FGN(H)
geobugs2inla            INLA utility functions
graph2matrix            Construct a neighbour-matrix from a 'graph'
idx                     Convert indexes
inla                    Bayesian analysis of structured additive models
inla-class              inla estimation object class
inla.CRS                Create a coordinate reference system object
inla.CRSargs            Show expanded CRS arguments
inla.ar.pacf2phi        Convert between parameterizations for the AR(p)
                        model
inla.as.sparse          Convert a matrix or sparse matrix into the
                        sparse formate used by INLA
inla.as.wkt_tree.wkt    Internal WKT handling
inla.barrier            Functions for defining the Barrier models
inla.barrier.pcmatern   Functions for defining the Barrier models
inla.binary.install     Install alternative binary builds
inla.changelog          inla.changelog
inla.collect.results    Collect results from a inla-call
inla.compare.results    Compare INLA and MCMC results
inla.coxph              Convert a Cox proportional hazard model into
                        Poisson regression
inla.cpo                Improved estimates for the CPO/PIT-values
inla.dev.new            Opens a new device
inla.diameter           Diameter of a point set
inla.doc                View documentation
inla.extract.el         Extract elements by matching name from
                        container objects.
inla.fmesher.smorg      Compute various mesh related quantities.
inla.generate.colors    Generate text RGB color specifications.
inla.get.inlaEnv        Return the internal environment used by INLA
inla.group              Group or cluster covariates
inla.has_PROJ6          PROJ6 detection
inla.hyperpar           Improved estimates for the hyperparameters
inla.hyperpar.sample    Produce samples from the approximated joint
                        posterior for the hyperparameters
inla.identical.CRS      Test CRS and inla.CRS for equality
inla.iidkd.sample       Provide samples from the 'iidkd' component
                        (experimental)
inla.knmodels           Spacetime interaction models
inla.knmodels.sample    Spacetime interaction models sampler function
inla.ks.plot            Kolmogorov-Smirnov Test Plots
inla.list.models        List available model components, likelihoods,
                        priors, etc
inla.load               Load or source a file
inla.matern.cov         Numerical evaluation of Matern and related
                        covariance functions.
inla.mdata              Create an mdata-object for INLA
inla.merge              Merge a mixture of 'inla'-objects
inla.mesh.1d            Function space definition objects for 1D SPDE
                        models.
inla.mesh.1d.bary       Mapping matrix for 1D meshes
inla.mesh.2d            High-quality triangulations
inla.mesh.assessment    Interactive mesh building and diagnostics
inla.mesh.assessment    Interactive mesh building and diagnostics
inla.mesh.basis         Basis functions for inla.mesh
inla.mesh.boundary      Constraint segment extraction for inla.mesh
inla.mesh.components    Compute connected mesh subsets
inla.mesh.components    Compute connected mesh subsets
inla.mesh.create        Low level function for high-quality
                        triangulations
inla.mesh.deriv         Directional derivative matrices for functions
                        on meshes.
inla.mesh.fem           Finite element matrices
inla.mesh.lattice       Lattice grids for inla.mesh
inla.mesh.map.lim       Coordinate mappings for 'inla.mesh'
                        projections.
inla.mesh.project       Methods for projecting to/from an inla.mesh
inla.mesh.query         High-quality triangulations
inla.mesh.segment       Constraint segments for inla.mesh Constructs
                        'inla.mesh.segment' objects that can be used to
                        specify boundary and interior constraint edges
                        in calls to 'inla.mesh()'.
inla.models             Valid models in INLA
inla.nmix.lambda.fitted
                        Estimate posterior distributions of fitted
                        lambda values
inla.nonconvex.hull     Nonconvex set extensions.
inla.option             Set and get global options for INLA
inla.over_sp_mesh       Check which mesh triangles are inside a polygon
inla.pardiso            PARDISO support in R-INLA
inla.pc.ar              Utility functions for the PC prior for a an
                        AR(p) model
inla.pc.cormat          Utility functions for the PC prior for a
                        correlation matrix
inla.posterior.sample   Generate samples, and functions thereof, from
                        an approximated posterior of a fitted model
inla.priors.used        Print priors used
inla.prune              Prune the INLA-package
inla.qstat              Control and view a remote inla-queue
inla.reorderings        Reorderings methods for sparse matrices
inla.rerun              Rerun an analysis
inla.row.kron           Row-wise Kronecker products
inla.simplify.curve     Recursive curve simplification.
inla.spTransform        Wrapper method for 'sp::spTransform'
inla.sp_get_crs         Extract CRS information
inla.spde.make.A        Observation/prediction matrices for mesh
                        models.
inla.spde.make.block.A
                        Observation matrices for mesh models.
inla.spde.make.index    SPDE model index vector generation
inla.spde.models        List SPDE models supported by inla.spde objects
inla.spde.precision     Precision matrices for SPDE models Calculates
                        the precision matrix for given parameter values
                        based on an 'inla.spde' model object.
inla.spde.result        SPDE result extraction from INLA estimation
                        results
inla.spde.sample        Sample from SPDE models
inla.spde1.create       Old SPDE model objects for INLA
inla.spde2.generic      Generic spde2 model creation.
inla.spde2.matern       Matern SPDE model object for INLA
inla.spde2.matern.sd.basis
                        Approximate variance-compensating basis
                        functions
inla.spde2.pcmatern     Matern SPDE model object with PC prior for INLA
inla.ssh.copy.id        Setup remote computing
inla.stack.remove.unused
                        Data stacking for advanced INLA models
inla.surv               Create a Survival Object for INLA
inla.upgrade            Upgrade the INLA-package
inla.version            Show the version of the INLA-package
inla.wkt_is_geocent     Handling CRS/WKT
joint.marginal          Sample, transform and evaluate from a joint
                        marginal approximation
jp.define               Joint-prior models
lattice2node            Functions to define mapping between a lattice
                        and nodes
lines.inla.mesh.segment
                        Draw 'inla.mesh.segment' objects.
link                    Link functions in INLA
make.lincomb            Create linear combinations
marginal                Functions which operates on marginals
meshbuilder             Interactive mesh building and diagnostics
nwEngland               The New England map
param2.matern.orig      Parameter settings for 'inla.spde2.matern'
                        models.
pc.alphaw               Utility functions for the PC prior for the
                        'alpha' parameter in the Weibull likelihood
pc.cor0                 Utility functions for the PC prior for
                        correlation in AR(1)
pc.cor1                 Utility functions for the PC prior for
                        correlation in AR(1)
pc.ddof                 PC-prior for dof in a standarized Student-t
pc.gamma                Utility functions for the PC prior for
                        'Gamma(1/a, 1/a)'
pc.gammacount           Utility functions for the PC prior for the
                        'gammacount' likelihood
pc.gevtail              Utility functions for the PC prior for the
                        'tail' parameter in the GEV likelihood
pc.multvar              Multivariate PC priors
pc.prec                 Utility functions for the PC prior for the
                        precision
pc.sn                   Utility functions for the PC prior for
                        'skewness' in the skew-normal linkfunction and
                        likelihood
plot.inla               Default INLA plotting
plot.inla.CRS           Plot CRS and inla.CRS objects
plot.inla.mesh          Draw a triangulation mesh object
plot.inla.trimesh       Low level triangulation mesh plotting
print.inla              Print a INLA fit
qinv                    Computes (parts of) the inverse of a SPD sparse
                        matrix
qreordering             Compute the reordering using the GMRFLib
                        implementation
qsample                 Generate samples from a GMRF using the GMRFLib
                        implementation
qsolve                  Solves linear SPD systems
read.graph              Read and write a graph-object
rgeneric.define         rgeneric models
scale.model             Scale an intrinsic GMRF model
summary.inla            Summary for a INLA fit
summary.inla.mesh       Summarizing triangular mesh objects
