{ "_id": "6ac35766d743750d376da8b3", "Type": "Package", "Package": "INLAtools", "Title": "Functionalities for the 'INLA' Package", "Version": "0.1.5.908", "Authors@R": "c(\nperson(\"Elias\", \"Teixeira Krainski\", , \"elias.krainski@kaust.edu.sa\", role = c(\"cre\", \"aut\", \"cph\"),\ncomment = c(ORCID = \"0000-0002-7063-2615\")),\nperson(\"Finn\", \"Lindgren\", , \"finn.lindgren@gmail.com\", role = \"aut\",\ncomment = c(ORCID = \"0000-0002-5833-2011\")),\nperson(\"Haavard\", \"Rue’\", role = \"aut\",\ncomment = c(ORCID = \"0000-0002-0222-1881\"))\n)", "Maintainer": "Elias Teixeira Krainski ", "Description": "Contain code to work with a C struct, in short cgeneric,\nto define a Gaussian Markov random (GMRF) model. The cgeneric\ncontain required data to specify GMRF elements such as the\ngraph and the precision matrix, as well hyper-parameters\ndefinition, such as initial values and the prior, which are\nuseful for model inference. It can be accessed from a C program\nand is the recommended way to implement new GMRF models in the\n'INLA' package (). We also provide\naccess from R, useful for code debug and evaluate the prior for\nmultiple parameter sets. The implemented functionalities\nleverage the use of 'cgeneric' models. In order to illustrate\nit, a model named `generic0` is included. It can be used to\nimplement intrinsic models and scale it by default, as proposed\nin Sørbye & Rue (2014) , as\nwell defining the required constraints. A very useful\nfunctionality is the Kronecker product method that creates a\nnew model from multiple cgeneric models. It also works with the\nrgeneric, the R version of the cgeneric intended to easy try\nimplementation of new GMRF models before making it for\nproduction. The constraints of a Kronecker between two cgeneric\nmodels, such as spatio-temporal intrinsic interaction models,\nsee Knorr-Held (2000)\n,\nare automatically set, as shown in the example at\n.", "License": "GPL (>=2)", "URL": "https://github.com/eliaskrainski/INLAtools", "BugReports": "https://github.com/eliaskrainski/INLAtools/issues", "Encoding": "UTF-8", "NeedsCompilation": "yes", "Roxygen": "list(markdown = TRUE)", "Config/roxygen2/version": "8.1.0", "Repository": "https://eliaskrainski.r-universe.dev", "Date/Publication": "2026-10-05 06:42:15 UTC", "RemoteUrl": "https://github.com/eliaskrainski/INLAtools", "RemoteRef": "HEAD", "RemoteSha": "17dab8549f38359c5ce74028db502c80f04d4263", "Packaged": { "Date": "2026-10-05 07:26:35 UTC", "User": "root" }, "Author": "Elias Teixeira Krainski [cre, aut, cph] (ORCID:\n),\nFinn Lindgren [aut] (ORCID: ),\nHaavard Rue’ [aut] (ORCID: )", "_user": "eliaskrainski", "_type": "src", "_file": "INLAtools_0.1.5.908.tar.gz", "_fileid": 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