Poisson1_1D             1-Dimensional Homogeneous Poisson example.
Poisson2_1D             1-Dimensional NonHomogeneous Poisson example.
Poisson3_1D             1-Dimensional NonHomogeneous Poisson example.
as_bru_comp             Conversion methods for 'bru_comp' and
                        'bru_comp_list' objects
as_bru_mapper           Methods for mapper extraction
as_bru_obs              Conversion methods for 'bru_obs' and
                        'bru_obs_list' objects
augment.bru             Augment a bru model fit with fitted values
bincount                1D LGCP bin count simulation and comparison
                        with data
bm_aggregate            Mapper for aggregation
bm_collect              Mapper for concatenated variables
bm_const                Constant mapper
bm_expr                 Mapper for general expressions
bm_factor               Mapper for factor variables
bm_fm_mesh_1d           Mapper for 'fm_mesh_1d'
bm_fmesher              Mapper for general 'fmesher' function space
                        objects
bm_harmonics            Mapper for cos/sin functions
bm_index                Mapper for indexed variables
bm_linear               Mapper for a linear effect
bm_list                 Methods for mapper lists
bm_logitaverage         Mapper for logit-sum-inverse-logit aggregation
bm_logsumexp            Mapper for log-sum-exp aggregation
bm_marginal             Mapper for marginal distribution transformation
bm_matrix               Mapper for matrix multiplication
bm_multi                Mapper for tensor product domains
bm_pipe                 Mapper for linking several mappers in sequence
bm_reparam              Mapper for reparameterising mapper states
bm_repeat               Mapper for repeating a mapper
bm_scale                Mapper for element-wise scaling
bm_shift                Mapper for element-wise shifting
bm_sum                  Mapper for adding multiple mappers
bm_taylor               Mapper for linear Taylor approximations
bru                     Convenient model fitting using (iterated) INLA
bru_block_gcpo          Extract block-averaged GCPO scores from one or
                        more fitted bru models
bru_comp                Latent model component construction
bru_comp_env_extra      Get/set component environment data
bru_comp_eval           Evaluate component values in predictor
                        expressions
bru_comp_list           Methods for inlabru component lists
bru_convergence_plot    Plot inlabru convergence diagnostics
bru_eval                Evaluate or sample from a posterior result
                        given a model and locations
bru_fill_missing        Fill in missing values in Spatial grids
bru_gcpo_table          Compare block-averaged GCPO scores across
                        multiple fitted bru models
bru_get_mapper          Extract mapper information from INLA model
                        component objects
bru_index               Extract predictor or component index
                        information
bru_info                Methods for bru_info objects
bru_input               Store and evaluate component inputs
bru_is_additive         Check for predictor expression additivity
bru_is_linear           Check for predictor linearity
bru_is_rowwise          Check for predictor rowwise evaluability
bru_log                 Access methods for 'bru_log' objects
bru_log_bookmark        Methods for 'bru_log' bookmarks
bru_log_message         Add a log message
bru_log_offset          Position methods for 'bru_log' objects
bru_log_reset           Clear log contents
bru_mapper              Constructors for 'bru_mapper' objects
bru_mapper_generics     Generic methods for bru_mapper objects
bru_model_mapper_methods
                        Mapper methods for model objects
bru_names               Extract standardised names from a bru or inla
                        result object
bru_obs                 Observation model construction for 'bru()'
bru_options             Create or update an options objects
bru_response_size       Response size queries
bru_set_missing         Set missing values in observation models
bru_state               Extract model state properties or samples
bru_timings             Extract timing information from fitted bru
                        object
bru_timings_plot        Plot inlabru iteration timings
bru_transformation      Transformation tools
deltaIC                 Summarise DIC from 'lgcp' estimates.
devel.cvmeasure         Variance and correlations measures for
                        prediction components
eval_spatial            Evaluate spatial covariates
format.bru_input        Summarise component inputs
format.bru_mapper       mapper object summaries
generate.bru            Sampling based on bru posteriors
gg                      ggplot2 geomes for inlabru related objects
gg.RasterLayer          Geom for RasterLayer objects
gg.SpatRaster           Geom wrapper for SpatRaster objects
gg.Spatial              Geoms for sp Spatial objects
gg.data.frame           Geom for predictions
gg.fm_mesh_1d           Geom for fm_mesh_1d objects
gg.fm_mesh_2d           Geom for fm_mesh_2d objects
gg.matrix               Geom for matrix
gg.sf                   Geom helper for sf objects
glance.bru              Glance at a bru model fit
glplot                  Render objects using RGL
gorillas_sf             Gorilla nesting sites in sf format
ibm_as_taylor           Compute a mapper linearisation
ibm_eval                Evaluate a mapping
ibm_eval2               Evaluate a mapper and its Jacobian
ibm_eval_methods        Specific 'ibm_eval' method implementations
ibm_inla_subset         Find index subset of INLA visible states
ibm_input               Interface between 'bru_input' and 'bru_mapper'
ibm_invalid_output      Detect invalid input to a mapper
ibm_is_linear           Check if a mapper is linear/affine
ibm_is_rowwise          Check if a mapper is rowwise
ibm_jacobian            Jacobian of a mapper
ibm_n                   Size of the latent vector of a mapping
ibm_n_output            Output size of a mapping
ibm_names               Names of submapper
ibm_simplify            Simplify a mapper
ibm_values              Value vector for a mapping
inlabru-package         inlabru
lgcp                    Log Gaussian Cox process (LGCP) inference using
                        INLA
mexdolphin_sf           Pan-tropical spotted dolphins in the Gulf of
                        Mexico
mrsea                   Marine renewables strategic environmental
                        assessment
multiplot               Multiple ggplots on a page.
new_bru_log             Create a 'bru_log' object
plot.bru                Plot method for posterior marginals estimated
                        by bru
plotsample              Create a plot sample.
point2count             Convert a plot sample of points into one of
                        counts.
predict.bru             Prediction from fitted bru model
robins_subset           robins_subset
sample.lgcp             Sample from an inhomogeneous Poisson process
shrimp                  Blue and red shrimp in the Western
                        Mediterranean Sea
spde.posterior          Posteriors of SPDE hyper parameters and Matern
                        correlation or covariance function.
summary.bru_obs         Summary and print methods for observation
                        models
summary.bru_options     Print inlabru options
tidy.bru                Extract a bru model fit into a tidy tibble
toygroups               Simulated 1D animal group locations and group
                        sizes
toypoints               Simulated 2D point process data
