{
  "aliases": null,
  "backlinks": [
    {
      "field": "illustrates",
      "target": "2SEF8QTYQF"
    },
    {
      "field": "about",
      "target": "JTXNFQNQ4J"
    },
    {
      "field": "about",
      "target": "W19129PVKQ"
    },
    {
      "field": "uses",
      "target": "W19129PVKQ"
    },
    {
      "field": "defines",
      "target": "XKBABTE7Y2"
    }
  ],
  "body": "\n## Summary\n\nA finite or infinite sequence of [[random variables|0PNRKMRC55]] is exchangeable when its [[joint distribution|0DR81R1F2B]] does not change if finitely many of the variables are permuted.\nEvery sequence of [[independent and identically distributed|00MRN0FARV]] random variables is exchangeable, but exchangeable variables need not be independent.\nExchangeability is the basic symmetry assumption of Bayesian statistics.\nBy [[de Finetti's theorem|W19129PVKQ]], an infinite exchangeable sequence is a mixture of i.i.d. sequences.\n\n## Explanations\n\n### L1 human\n\nExchangeable means that the order of the observations carries no information.\nDraw balls one by one, without replacement, from an urn with $3$ red and $2$ blue balls.\nThe chance that the first ball is red and the second is blue equals the chance that the first is blue and the second is red: both are $\\frac{3}{5} \\cdot \\frac{2}{4} = \\frac{2}{5} \\cdot \\frac{3}{4} = \\frac{3}{10}$.\nThe colours are exchangeable, yet they are not independent, since a red first ball makes a red second ball less likely.\n",
  "commit": "5fc425f97f1f6b11da5892c2948ef8c5d8805665",
  "front": {
    "kind": "concept",
    "msc": [
      "60G09"
    ],
    "name": "Exchangeable random variables",
    "same_as": {
      "wikidata": "Q4406885",
      "wikipedia": "Exchangeable random variables"
    },
    "sources": [
      {
        "url": "https://en.wikipedia.org/wiki/Exchangeable_random_variables"
      }
    ],
    "tag": "4MR4YJS1ZD"
  },
  "kind": "concept",
  "link": "https://math2.tamnd.com/node/4MR4YJS1ZD/",
  "links": null,
  "markdown": "https://math2.tamnd.com/node/4MR4YJS1ZD.md",
  "msc": [
    "60G09"
  ],
  "name": "Exchangeable random variables",
  "prov": null,
  "role": "",
  "source": "https://github.com/tamnd/math2/blob/main/nodes/4MR/4MR4YJS1ZD.md",
  "status": null,
  "tag": "4MR4YJS1ZD",
  "uri": "m2://4MR4YJS1ZD",
  "url": "https://math2.tamnd.com/wiki/exchangeable-random-variables/",
  "writing": {
    "tag": "4MR4YJS1ZD",
    "kind": "concept",
    "level": "W0",
    "next": [
      {
        "what": "an inventory row",
        "note": "the row of the inventory that the node accounts for",
        "have": 0,
        "want": 1
      },
      {
        "what": "a source with a locator",
        "have": 0,
        "want": 1
      }
    ]
  }
}
