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 "@context": "https://schema.org",
 "@type": "DefinedTerm",
 "@id": "https://wulfkaal.github.io/entities/regression-analysis",
 "identifier": "kaal:entity:regression-analysis",
 "name": "Regression analysis",
 "termCode": "regression-analysis",
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 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
 },
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 "subjectOf": [
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/2389423-002",
   "identifier": "kaal:claim:2389423-002",
   "text": "The cost of Title IV compliance, and the other independent variables used as proxies for compliance cost, are associated with the size of hedge fund advisers as measured by assets under management.",
   "abstract": "The cost of Title IV compliance and other independent variables as proxies for cost are associated with the size of hedge fund advisers as measured by assets under management (AUM).",
   "citation": "Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423",
   "datePublished": "2014",
   "claim_type": "empirical",
   "confidence": "evidenced",
   "is_failure_mode": false,
   "scope_conditions": [
    "survey respondents registered before the SEC registration effective date of March 30, 2012"
   ],
   "source_pdf_sha256": "6b95323abbaffd00a012589531859f2938ab8b372d0243171059ff82e55a0838",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/2389423-016",
   "identifier": "kaal:claim:2389423-016",
   "text": "Linear, robust, and non-linear regression models all show positive and statistically significant coefficients, and compliance costs per unit of AUM do not diminish in the sample, so the hypothesis that smaller advisers pay relatively more is not supported.",
   "abstract": "Figures X and Y show that linear, robust, and non-linear regression models show positive and statistically significant coefficients. Compliance costs per unit AUM do not diminish in the sample. There is thus no support for the hypothesis.",
   "citation": "Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423",
   "datePublished": "2014",
   "claim_type": "empirical",
   "confidence": "evidenced",
   "is_failure_mode": false,
   "scope_conditions": [
    "the 2012 survey sample of registered private fund advisers"
   ],
   "source_pdf_sha256": "6b95323abbaffd00a012589531859f2938ab8b372d0243171059ff82e55a0838",
   "status": "current"
  }
 ],
 "description": "2 claims in the published works of Wulf A. Kaal carry the concept tag 'regression-analysis'. Derived node: a roster, not an adjudicated definition."
}