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  "Package": "SDALGCP2",
  "Title": "Discrete Log-Gaussian Cox Processes for Aggregated Counts",
  "Version": "0.1.1",
  "Authors@R": "c(\nperson(\"Olatunji\", \"Johnson\", email = \"olatunjijohnson21111@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"Emanuele\", \"Giorgi\", role = \"aut\"),\nperson(\"Peter\", \"Diggle\", role = \"aut\"))",
  "Description": "Fits a spatially discrete approximation to a log-Gaussian\nCox process model for spatially aggregated disease count data,\nestimated by Monte Carlo Maximum Likelihood as in Christensen\n(2004) <doi:10.1198/106186004X2525> and Johnson, Diggle and\nGiorgi (2019) <doi:10.1002/sim.8339>. Performance-critical\nsteps (aggregated correlation assembly, Metropolis-adjusted\nLangevin algorithm (MALA) sampling, the Monte Carlo likelihood,\nand the Kronecker-structured space-time likelihood) are\nimplemented in C++ via 'RcppArmadillo'. Provides a one-line,\n'glm'-like interface and statistical extensions including a\nnugget term, general 'Matern' smoothness, raster and misaligned\ncovariates, restricted spatial regression, importance-sampling\ndiagnostics and re-anchored Monte Carlo maximum likelihood\n(MCML).",
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  "BugReports": "https://github.com/olatunjijohnson/SDALGCP2/issues",
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  "Repository": "https://olatunjijohnson.r-universe.dev",
  "Date/Publication": "2026-07-02 20:45:05 UTC",
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    "User": "root"
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  "Author": "Olatunji Johnson [aut, cre],\nEmanuele Giorgi [aut],\nPeter Diggle [aut]",
  "Maintainer": "Olatunji Johnson <olatunjijohnson21111@gmail.com>",
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    "message": "DESCRIPTION: shorten title <65 chars; expand MALA/MCML acronyms (CRAN feedback)\n\nBump to 0.1.1 for the next update.\n- Title now 57 chars: 'Discrete Log-Gaussian Cox Processes for Aggregated Counts'\n- Removed single quotes around MALA/MCML and spelled them out on first use.\n",
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    },
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      "title": "Wald confidence intervals for an SDALGCP2 fit",
      "topics": [
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      ]
    },
    {
      "page": "control_mcmc",
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      "title": "Exceedance probabilities P(risk > threshold)",
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    },
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      "page": "laplace_sampling",
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      "page": "liver",
      "title": "Primary biliary cirrhosis incidence in North East England",
      "topics": [
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    },
    {
      "page": "map_exceedance",
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    },
    {
      "page": "mc_diagnostics",
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      "topics": [
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    },
    {
      "page": "mcml_fit",
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      "topics": [
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    },
    {
      "page": "model_check",
      "title": "Posterior-predictive model checking for an SDALGCP2 fit",
      "topics": [
        "model_check"
      ]
    },
    {
      "page": "phi_profile",
      "title": "Profile likelihood and confidence interval for the spatial scale phi",
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      "title": "Map an sdalgcp fit",
      "topics": [
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      "title": "Plot an SDALGCP2 fit (the phi profile deviance)",
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