{
  "aliases": null,
  "backlinks": [
    {
      "field": "uses",
      "target": "EGQ4GHH127"
    }
  ],
  "body": "\n## Statement\n\nLet $T \u003e 0$ and let $C_0 = C_0([0, T])$ be the [[classical Wiener space|5Z00K7K1HY]] of continuous functions $\\omega \\colon [0, T] \\to \\R$ with $\\omega(0) = 0$.\nLet $W$ be Wiener measure on $C_0$, the law of a [[Wiener process|22735FGJV6]] on $[0, T]$.\nLet $H$ be the Cameron–Martin space: the set of absolutely continuous $h \\in C_0$ with $h' \\in L^2([0, T])$.\nFor $h \\in C_0$, let $W_h$ be the [[pushforward|3N66TM3TSQ]] of $W$ under the translation $\\omega \\mapsto \\omega + h$.\n\n1. If $h \\in H$, then $W_h$ and $W$ are [[mutually absolutely continuous|P0P21KDV6E]], and for $W$-almost every $\\omega$\n$$\\frac{dW_h}{dW}(\\omega) = \\exp\\left( \\int_0^T h'(t) \\, d\\omega(t) - \\frac12 \\int_0^T h'(t)^2 \\, dt \\right).$$\n2. If $h \\notin H$, then $W_h$ and $W$ are [[mutually singular|EBGECZNCV5]].\n\n## Remarks\n\nHere $dW_h / dW$ is the [[Radon–Nikodym derivative|1NTKG64F7N]], and $\\int_0^T h'(t) \\, d\\omega(t)$ is the Wiener integral of the deterministic function $h'$, defined as an $L^2(W)$ limit.\nIn one dimension the formula is a direct computation: the density of $N(a, 1)$ with respect to $N(0, 1)$ is $e^{a x - a^2/2}$.\nThe general case reduces to finite-dimensional projections of the path, since the Wiener integral is a normal variable with variance $\\int_0^T h'(t)^2 \\, dt$.\n\nExample: for $h(t) = c t$, one has $h' = c$, and the density is $\\exp(c\\, \\omega(T) - c^2 T / 2)$.\nSo Brownian motion with drift $c$ has a law equivalent to that of Brownian motion on $[0, T]$.\n\nThe analogous result holds for every centered [[Gaussian measure|P0DV2TCH1N]] on a separable Banach space, with $H$ its Cameron–Martin space.\nIn infinite dimensions $H$ has measure zero, so most translations give singular measures.\n\n## Explanations\n\n### L1 human\n\nShifting a Brownian path by a fixed function changes its law.\nIf the shift is smooth enough, with square-integrable derivative, the new law has a density with respect to the old one, given by an explicit formula.\nIf the shift is rougher, the two laws live on disjoint sets of paths.\n\n### L2 human\n\nThe theorem is the starting point of Girsanov's theorem, where the deterministic shift is replaced by an adapted random drift.\nIt shows that Wiener measure is quasi-invariant only along the directions of $H$, which is a dense subspace of measure zero.\nIntegration by parts on Wiener space, the base of Malliavin calculus, comes from differentiating the density in $h$.\n",
  "commit": "5fc425f97f1f6b11da5892c2948ef8c5d8805665",
  "front": {
    "about": [
      "5Z00K7K1HY",
      "P0DV2TCH1N"
    ],
    "kind": "statement",
    "msc": [
      "28C20",
      "60G15",
      "60J65"
    ],
    "name": "Cameron–Martin theorem",
    "role": "theorem",
    "same_as": {
      "wikidata": "Q5026435",
      "wikipedia": "Cameron–Martin theorem"
    },
    "sources": [
      {
        "url": "https://en.wikipedia.org/wiki/Cameron%E2%80%93Martin_theorem"
      }
    ],
    "tag": "WAE4ZGJXJ7",
    "uses": [
      "5Z00K7K1HY",
      "22735FGJV6",
      "P0DV2TCH1N",
      "3N66TM3TSQ",
      "P0P21KDV6E",
      "EBGECZNCV5",
      "1NTKG64F7N"
    ]
  },
  "kind": "statement",
  "link": "https://math2.tamnd.com/node/WAE4ZGJXJ7/",
  "links": [
    {
      "field": "about",
      "target": "5Z00K7K1HY"
    },
    {
      "field": "about",
      "target": "P0DV2TCH1N"
    },
    {
      "field": "uses",
      "target": "5Z00K7K1HY"
    },
    {
      "field": "uses",
      "target": "22735FGJV6"
    },
    {
      "field": "uses",
      "target": "P0DV2TCH1N"
    },
    {
      "field": "uses",
      "target": "3N66TM3TSQ"
    },
    {
      "field": "uses",
      "target": "P0P21KDV6E"
    },
    {
      "field": "uses",
      "target": "EBGECZNCV5"
    },
    {
      "field": "uses",
      "target": "1NTKG64F7N"
    }
  ],
  "markdown": "https://math2.tamnd.com/node/WAE4ZGJXJ7.md",
  "msc": [
    "28C20",
    "60G15",
    "60J65"
  ],
  "name": "Cameron–Martin theorem",
  "prov": null,
  "role": "theorem",
  "source": "https://github.com/tamnd/math2/blob/main/nodes/WAE/WAE4ZGJXJ7.md",
  "status": null,
  "tag": "WAE4ZGJXJ7",
  "uri": "m2://WAE4ZGJXJ7",
  "url": "https://math2.tamnd.com/wiki/cameron-martin-theorem/",
  "writing": {
    "tag": "WAE4ZGJXJ7",
    "kind": "statement",
    "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
      }
    ]
  }
}
