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  "Title": "Stable Specification Search in Structural Equation Models",
  "Version": "0.3.0",
  "Date": "2017-04-04",
  "Authors@R": "c(\nperson(\"Ridho\", \"Rahmadi\", , \"r.rahmadi@cs.ru.nl\", c(\"aut\", \"cre\")),\nperson(\"Perry\", \"Groot\", role = c(\"aut\", \"ths\")),\nperson(\"Tom\", \"Heskes\", role = c(\"aut\", \"ths\")),\nperson(\"Christoph\", \"Stich\", role = c(\"ctb\"))\n)",
  "Description": "An exploratory and heuristic approach for specification\nsearch in Structural Equation Modeling. The basic idea is to\nsubsample the original data and then search for optimal models\non each subset. Optimality is defined through two objectives:\nmodel fit and parsimony. As these objectives are conflicting,\nwe apply a multi-objective optimization methods, specifically\nNSGA-II, to obtain optimal models for the whole range of model\ncomplexities. From these optimal models, we consider only the\nrelevant model specifications (structures), i.e., those that\nare both stable (occur frequently) and parsimonious and use\nthose to infer a causal model.",
  "URL": "https://github.com/rahmarid/stablespec",
  "BugReports": "https://github.com/rahmarid/stablespec/issues",
  "License": "MIT + file LICENSE",
  "LazyData": "TRUE",
  "RoxygenNote": "6.0.1",
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  "Repository": "https://rahmarid.r-universe.dev",
  "Date/Publication": "2017-04-06 14:37:59 UTC",
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  "Packaged": {
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    "User": "root"
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  "Author": "Ridho Rahmadi [aut, cre],\nPerry Groot [aut, ths],\nTom Heskes [aut, ths],\nChristoph Stich [ctb]",
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    "getModelFitness",
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    "plotStability",
    "repairCyclicModel",
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