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  "Title": "\"Risk Model Regression and Analysis with Complex Non-Linear\nModels\"",
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  "Authors@R": "c(\nperson(\"Eric\", \"King-Giunta\", email=\"egiunta@ksu.edu\", role=c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0002-1577-766X\")),\nperson(\"Amir\", \"Bahadori\", role=c(\"ctb\"), comment = c(ORCID = \"0000-0002-4589-105X\")),\nperson(\"Dan\", \"Andresen\", role=c(\"ctb\"), comment = c(ORCID = \"0000-0003-2345-6695\")),\nperson(\"Linda\", \"Walsh\", role=c(\"ctb\"), comment = c(ORCID = \"0000-0001-7399-9191\")),\nperson(\"Benjamin\", \"French\", role=c(\"ctb\"), comment = c(ORCID = \"0000-0001-9265-5378\")),\nperson(\"Lawrence\", \"Dauer\", role=c(\"ctb\"), comment = c(ORCID = \"0000-0002-5629-8462\")),\nperson(\"John\", \"Boice Jr\", role=c(\"ctb\"), comment = c(ORCID = \"0000-0002-8755-1299\")),\nperson(\"Kansas State University\", role=c(\"cph\")),\nperson(\"NASA\", role=c(\"fnd\")),\nperson(\"NCRP\", role=c(\"fnd\")),\nperson(\"NRC\", role=c(\"fnd\"))\n)",
  "URL": "https://ericgiunta.github.io/Colossus/,\nhttps://github.com/ericgiunta/Colossus",
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  "Description": "Performs survival analysis using general non-linear\nmodels. Risk models can be the sum or product of terms. Each\nterm is the product of exponential/linear functions of\ncovariates. Additionally sub-terms can be defined as a sum of\nexponential, linear threshold, and step functions. Cox\nProportional hazards\n<https://en.wikipedia.org/wiki/Proportional_hazards_model>,\nPoisson <https://en.wikipedia.org/wiki/Poisson_regression>, and\nFine-Gray competing risks\n<https://www.publichealth.columbia.edu/research/population-health-methods/competing-risk-analysis>\nregression are supported. This work was sponsored by NASA\nGrants 80NSSC19M0161 and 80NSSC23M0129 through a subcontract\nfrom the National Council on Radiation Protection and\nMeasurements (NCRP). The computing for this project was\nperformed on the Beocat Research Cluster at Kansas State\nUniversity, which is funded in part by NSF grants CNS-1006860,\nEPS-1006860, EPS-0919443, ACI-1440548, CHE-1726332, and NIH\nP20GM113109.",
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  "Author": "Eric King-Giunta [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-1577-766X>), Amir Bahadori [ctb]\n(ORCID: <https://orcid.org/0000-0002-4589-105X>), Dan Andresen\n[ctb] (ORCID: <https://orcid.org/0000-0003-2345-6695>), Linda\nWalsh [ctb] (ORCID: <https://orcid.org/0000-0001-7399-9191>),\nBenjamin French [ctb] (ORCID:\n<https://orcid.org/0000-0001-9265-5378>), Lawrence Dauer [ctb]\n(ORCID: <https://orcid.org/0000-0002-5629-8462>), John Boice Jr\n[ctb] (ORCID: <https://orcid.org/0000-0002-8755-1299>), Kansas\nState University [cph], NASA [fnd], NCRP [fnd], NRC [fnd]",
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    "Residual",
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    },
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      "title": "Interprets basic logistic survival formula RHS with no grouping",
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    },
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        "Formula Interpretation"
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      "concept": [
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    },
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      "concept": [
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      "concept": [
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      "concept": [
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      "concept": [
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      "concept": [
        "Formula Interpretation"
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      "concept": [
        "Formula Interpretation"
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      "title": "Automates creating data for a joint competing risks analysis",
      "concept": [
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      "title": "Defines the likelihood ratio test",
      "topics": [
        "Likelihood_Ratio_Test"
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      "title": "Generic likelihood boundary calculation function",
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      "title": "Calculates the likelihood boundary for a completed Poisson model",
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      "title": "Generic Martingale Residual Plotting function",
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      "title": "Performs Cox Proportional Hazard model martingale residual plots",
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