{
  "aliases": null,
  "backlinks": null,
  "body": "\n## Definition\n\nLet $(\\Omega, \\mathcal{F}, (\\mathcal{F}_t)_{t \\in T}, P)$ be a probability space with a [[filtration|HNK1Y62G7V]] indexed by a totally ordered set $T$.\nLet $(S, \\mathcal{S})$ be a [[measurable|YYNCJSR0PJ]] space.\nA [[stochastic process|0QH5ENKZM1]] $X = (X_t)_{t \\in T}$ with values in $S$ is *adapted* to $(\\mathcal{F}_t)$ if the following holds.\nFor every $t \\in T$, the map $X_t \\colon \\Omega \\to S$ is measurable with respect to $\\mathcal{F}_t$ and $\\mathcal{S}$.\n\n## Remarks\n\nEvery process is adapted to its natural filtration $\\mathcal{F}_t^X = \\sigma(X_s : s \\le t)$, and this is the smallest filtration to which it is adapted.\n\nExample: let $Y_1, Y_2, \\dots$ be random variables with natural filtration $\\mathcal{F}_n = \\sigma(Y_1, \\dots, Y_n)$.\nThe partial sums $S_n = Y_1 + \\cdots + Y_n$ form an adapted process, since $S_n$ is a measurable function of $Y_1, \\dots, Y_n$.\n\nNon-example: let the $Y_k$ be independent fair signs, equal to $1$ or $-1$, with the same filtration, and let $X_n = Y_{n+1}$.\nThen $X_n$ is independent of $\\mathcal{F}_n$ and not almost surely constant, so it is not $\\mathcal{F}_n$-measurable; the process $X$ looks one step into the future.\n\nIn continuous time a stronger notion is often needed: $X$ is *progressively measurable* if, for every $t$, the map $(s, \\omega) \\mapsto X_s(\\omega)$ on $[0, t] \\times \\Omega$ is measurable with respect to $\\mathcal{B}([0, t]) \\otimes \\mathcal{F}_t$.\nAn adapted process with right-continuous or left-continuous paths is progressively measurable.\n",
  "commit": "5fc425f97f1f6b11da5892c2948ef8c5d8805665",
  "front": {
    "defines": "YRNFE016FF",
    "kind": "definition",
    "msc": [
      "60G05",
      "60G07"
    ],
    "name": "Adapted process",
    "sources": [
      {
        "url": "https://en.wikipedia.org/wiki/Adapted_process"
      }
    ],
    "tag": "7Y2CZ5B2SN",
    "uses": [
      "HNK1Y62G7V",
      "0QH5ENKZM1"
    ]
  },
  "kind": "definition",
  "link": "https://math2.tamnd.com/node/7Y2CZ5B2SN/",
  "links": [
    {
      "field": "defines",
      "target": "YRNFE016FF"
    },
    {
      "field": "uses",
      "target": "HNK1Y62G7V"
    },
    {
      "field": "uses",
      "target": "0QH5ENKZM1"
    }
  ],
  "markdown": "https://math2.tamnd.com/node/7Y2CZ5B2SN.md",
  "msc": [
    "60G05",
    "60G07"
  ],
  "name": "Adapted process",
  "prov": null,
  "role": "",
  "source": "https://github.com/tamnd/math2/blob/main/nodes/7Y2/7Y2CZ5B2SN.md",
  "status": null,
  "tag": "7Y2CZ5B2SN",
  "uri": "m2://7Y2CZ5B2SN",
  "url": "https://math2.tamnd.com/wiki/adapted-process-definition/",
  "writing": {
    "tag": "7Y2CZ5B2SN",
    "kind": "definition",
    "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
      }
    ]
  }
}
