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
as.inla.mesh.segment    Convert 'sp' objects to 'inla.mesh.segment'
                        objects.
cgeneric                cgeneric models
control.bgev            control.bgev
control.compute         control.compute
control.expert          control.expert
control.family          control.family
control.fixed           control.fixed
control.gcpo            control.gcpo
control.group           control.group
control.hazard          control.hazard
control.inla            control.inla
control.lincomb         control.lincomb
control.link            control.link
control.lp.scale        control.lp.scale
control.mix             control.mix
control.mode            control.mode
control.pardiso         control.pardiso
control.pom             control.pom
control.predictor       control.predictor
control.scopy           control.scopy
control.update          control.update
control.vb              control.fixed
crs_wkt                 Handling CRS/WKT
cut                     Group-wise model criticism using node-splitting
debug.graph             Debug a graph-file
dryrun                  Do a dryrun to extract some internal
                        information upfront
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)
graph.convert           INLA utility functions
graph.matrix            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.agaussian          Aggregate Gaussian into an equivalent
                        observation
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.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.external.lib       Return the path to the cgeneric-library for a
                        pre-compiled external package
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.group.cv           Compute group.cv-values
inla.has_PROJ6          PROJ6 detection
inla.hyperpar           Improved estimates for the hyperparameters
                        (classic-mode only)
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.likelihood         Providing functions for sampling new data,
                        evaluating pdf, cdf, and quantiles for new
                        data.
inla.list.models        List available model components, likelihoods,
                        priors, etc
inla.matern.cov         Numerical evaluation of Matern and related
                        covariance functions.
inla.mdata              Create an mdata-object for INLA
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.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
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.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.sample             Generate samples, and functions thereof, from
                        an approximated posterior of a fitted model
inla.simplify.curve     Recursive curve simplification.
inla.spTransform        Wrapper method for 'fmesher::fm_transform'
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
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.update             Upgrade the INLA-package
inla.version            Show the version of the INLA-package
joint.marginal          Sample, transform and evaluate from a joint
                        marginal approximation
jp                      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
merge.inla              Merge a mixture of 'inla'-objects
meshbuilder             Interactive mesh building and diagnostics
nwEngland               The New England map
param2.matern.orig      Parameter settings for 'inla.spde2.matern'
                        models.
pardiso                 Describe and check the PARDISO support in
                        R-INLA
pc.alphaw               Utility functions for the PC prior for the
                        'alpha' parameter in the Weibull likelihood
pc.ar                   Utility functions for the PC prior for a an
                        AR(p) model
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.cormat               Utility functions for the PC prior for a
                        correlation matrix
pc.ddof                 PC-prior for dof in a standardized 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 an 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
summary.scopy           Computes the mean and stdev for the spline from
                        'scopy'
