{
  "aliases": null,
  "backlinks": [
    {
      "field": "uses",
      "target": "3N2KQS7QBB"
    },
    {
      "field": "defines",
      "target": "A6BW0KPXNC"
    }
  ],
  "body": "\n## Summary\n\nDirectional statistics is the part of statistics whose observations are directions, angles or rotations.\nSuch data live on the circle, on a [[sphere|T62369RFH6]] or on other manifolds, not on a line, so the usual mean and variance can mislead.\nMeans are taken of unit vectors instead of angles, and models such as the [[von Mises–Fisher distribution|V8ZZ7A2FMF]] replace the normal distribution.\nApplications include wind directions, animal navigation, times of day and orientations of rocks.\n\n## Explanations\n\n### L1 human\n\nTwo wind directions of $350$ and $10$ degrees both point almost due north.\nTheir ordinary average is $180$ degrees, due south, which is plainly wrong.\nDirectional statistics treats each direction as an arrow of length $1$ and adds the arrows.\nThe sum of these two arrows points due north, the sensible answer.\n",
  "commit": "ff8a40749dc16545e3d2fc637f6b0196e81d0bfa",
  "front": {
    "kind": "concept",
    "msc": [
      "62H11"
    ],
    "name": "Directional statistics",
    "same_as": {
      "wikidata": "Q3497519",
      "wikipedia": "Directional statistics"
    },
    "sources": [
      {
        "url": "https://en.wikipedia.org/wiki/Directional_statistics"
      }
    ],
    "tag": "8GZJQBPBY0"
  },
  "kind": "concept",
  "link": "https://tamnd.github.io/math2/node/8GZJQBPBY0/",
  "links": null,
  "markdown": "https://tamnd.github.io/math2/node/8GZJQBPBY0.md",
  "msc": [
    "62H11"
  ],
  "name": "Directional statistics",
  "prov": null,
  "role": "",
  "source": "https://github.com/tamnd/math2/blob/main/nodes/8GZ/8GZJQBPBY0.md",
  "status": null,
  "tag": "8GZJQBPBY0",
  "uri": "m2://8GZJQBPBY0",
  "url": "https://tamnd.github.io/math2/wiki/directional-statistics/",
  "writing": {
    "tag": "8GZJQBPBY0",
    "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
      }
    ]
  }
}
