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url: https://inlabru-org.github.io/inlabru/
template:
bootswatch: cosmo
bootstrap: 5
math-rendering: "katex"
navbar:
structure:
left: [home, intro, reference, general-articles, lgcp-articles, technical-articles, news]
right: [search, github]
components:
general-articles:
text: General examples
menu:
- text: Basic examples
- text: Random field models in 1D
href: articles/random_fields.html
- text: Spatial random field models in 2D
href: articles/random_fields_2d.html
- text: Publications
href: articles/publications.html
- text: ---
- text: Concepts
- text: Defining a model component
href: articles/component.html
- text: ---
- text: Special models and techniques
- text: Spatially varying coefficient models
href: articles/svc.html
- text: ZIP and ZAP count models (zero-inflation)
href: articles/zip_zap_models.html
- text: Computing posterior prediction scores
href: articles/prediction_scores.html
- text: ---
- text: Full articles list
href: articles/articles.html
lgcp-articles:
text: Point processes
menu:
- text: Point process examples
- text: LGCPs - An example in one dimension
href: articles/1d_lgcp.html
- text: LGCPs - An example in two dimensions (sf version)
href: articles/2d_lgcp.html
- text: LGCPs - An example in two dimensions (sp version)
href: articles/2d_lgcp_sp.html
- text: LGCPs - Spatial covariates
href: articles/2d_lgcp_covars.html
- text: LGCPs - Distance sampling
href: articles/2d_lgcp_distancesampling.html
- text: LGCPs - Plot sampling
href: articles/2d_lgcp_plotsampling.html
- text: LGCPs - Multiple likelihoods
href: articles/2d_lgcp_multilikelihood.html
- text: LGCPs - An example in space and time
href: articles/2d_lgcp_spatiotemporal.html
- text: LGCPs - Residuals (sf version)
href: articles/2d_lgcp_residuals_sf.html
- text: LGCPs - Residuals (sp version)
href: articles/2d_lgcp_residuals.html
- text: LGCPs - Distance sampling and per-transect covariates (work in progress)
href: articles/2d_lgcp_per_transect_covars.html
technical-articles:
text: Technical articles
menu:
- text: Mapper techniques
- text: Customised model component with the bru_mapper system
href: articles/bru_mapper.html
- text: Converting inla.spde.make.A calls to the bru_mapper system
href: articles/mesh_mapping.html
- text: ---
- text: Theory and technical documentation
- text: Installation of INLA and inlabru with Apptainer on HPC
href: articles/Apptainer.html
- text: The iterative linearised inlabru method
href: articles/method.html
- text: A nonlinear model approximation example
href: articles/linearapprox.html
- text: Code internal flow diagrams for model evaluation
href: articles/devel_flow.html
- text: Class and method information tables
href: articles/classes.html
redirects:
- ["articles/web/Apptainer.html", "articles/Apptainer.html"]
- ["articles/web/publications.html", "articles/publications.html"]
- ["articles/web/2d_lgcp_multilikelihood.html", "articles/2d_lgcp_multilikelihood.html"]
- ["articles/web/2d_lgcp_spatiotemporal.html", "articles/2d_lgcp_spatiotemporal.html"]
- ["articles/web/2d_lgcp.html", "articles/2d_lgcp.html"]
- ["articles/web/2d_lgcp_sf.html", "articles/2d_lgcp_sf.html"]
- ["articles/web/1d_lgcp.html", "articles/1d_lgcp_.html"]
- ["articles/web/2d_lgcp_plotsampling.html", "articles/2d_lgcp_plotsampling.html"]
- ["articles/web/2d_lgcp_distancesampling.html", "articles/2d_lgcp_distancesampling.html"]
- ["articles/web/2d_lgcp_covars.html", "articles/2d_lgcp_covars.html"]
- ["articles/web/2d_lgcp_residuals_sf.html", "articles/2d_lgcp_residuals_sf.html"]
- ["articles/web/2d_lgcp_residuals.html", "articles/2d_lgcp_residuals.html"]
- ["articles/web/random_fields.html", "articles/random_fields.html"]
- ["articles/web/mesh_mapping.html", "articles/mesh_mapping.html"]
- ["articles/web/devel_flow.html", "articles/devel_flow.html"]
- ["articles/web/svc.html", "articles/svc.html"]
- ["articles/web/random_fields_2d.html", "articles/random_fields_2d.html"]
- ["articles/2d_lgcp_sf.html", "articles/2d_lgcp.html"]
- ["articles/components_vignette.html", "articles/component.html"]
reference:
- title: "Model construction and estimation"
desc: "Functions for constructing models and performing estimation."
contents:
- matches("^inlabru-package$")
- matches("^bru$")
- matches("^bru_obs$")
- matches("^bru_rerun$")
- matches("^bru_options$")
- starts_with("bru_comp")
- starts_with("bru_input")
- starts_with("lgcp")
- starts_with("bru_response_size")
- starts_with("bru_set_missing")
- starts_with("bru_index")
- starts_with("like")
- title: "Posterior evaluation"
desc: "Functions for evaluating posterior properties."
contents:
- starts_with("bru_names")
- starts_with("generate")
- starts_with("predict")
- starts_with("spde.posterior")
- starts_with("deltaIC")
- starts_with("devel.cvmeasure")
- title: "Optimization log information"
desc: "Accessing the optimization text log, and plotting the optimization convergence."
contents:
- starts_with("bru_log")
- starts_with("bru_convergence_plot")
- starts_with("bru_timings")
- title: "Object/property extraction/queries"
desc: "Functions for extracting or querying properties of objects."
contents:
- starts_with("as_bru_")
- starts_with("as_bru_obs")
- starts_with("as_bru_obs_list")
- starts_with("as_bru_comp_list")
- starts_with("bru_is_")
- starts_with("bru_is_linear")
- starts_with("bru_is_additive")
- starts_with("bru_is_rowwise")
- title: "Mapper methods"
desc: "Functions for `bru_mapper` handling."
- subtitle: "Low level and wrapper methods"
contents:
- starts_with("bru_get_mapper")
- matches("^bru_mapper$")
- subtitle: "Constructor methods"
contents:
- starts_with("bm_")
- subtitle: "Evaluator methods"
contents:
- matches("^bru_mapper_generics$")
- starts_with("ibm_")
- subtitle: "Conversion and helper methods"
contents:
- starts_with("as_bru_mapper")
- starts_with("as_bm_list")
- starts_with("bru_forward_transformation")
- title: "Miscellaneous"
desc: "Miscellaneous functions."
contents:
- starts_with("eval_spatial")
- starts_with("bru_fill_missing")
- starts_with("point2count")
- starts_with("sample.lgcp")
- title: "Plot helpers"
desc: "Functions for helping build figures."
contents:
- starts_with("plot")
- starts_with("globe")
- starts_with("gg")
- starts_with("glplot")
- starts_with("gm")
- starts_with("gmap")
- starts_with("bincount")
- title: "Printing methods"
desc: "Functions for printing."
contents:
- starts_with("print")
- starts_with("summary")
- title: "Data objects"
desc: "Data objects"
contents:
- matches("Poisson1_")
- matches("Poisson2_")
- matches("Poisson3_")
- matches("gorillas")
- matches("gorillas_sf")
- matches("mexdolphin")
- matches("mrsea")
- matches("robins_subset")
- matches("shrimp")
- matches("toygroups")
- matches("toypoints")
- title: "Internal helper functions"
desc: "Helper functions for more low level operations."
contents:
- starts_with("evaluate_", internal = TRUE)
- starts_with("expand_labels", internal = TRUE)
- starts_with("bru_inla.stack.mjoin", internal = TRUE)
- starts_with("spatial.to.ppp", internal = TRUE)
- starts_with("bru_make_stack", internal = TRUE)
- starts_with("bru_summarise", internal = TRUE)
- starts_with("bru_standardise_names", internal = TRUE)
- starts_with("bru_safe_inla", internal = TRUE)
- starts_with("bru_safe_sp", internal = TRUE)
- starts_with("bru_call_options", internal = TRUE)
- starts_with("bru_compute_linearisation", internal = TRUE)
- starts_with("bru_is_additive", internal = TRUE)
- title: "Deprecated methods"
desc: "Deprecated methods"
contents:
- matches("ipoints")
- matches("pixels")
- matches("multiplot")
- matches("spoly")
- matches("sline")
#- title: "Other functions"
# desc: "Other functions"
# contents:
# - matches("")