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poisson binomial distribution audit

Own bounded BigInt polynomial convolution for <=12supplied Bernoulli marginals, denominators<=100; output reduced exact rational PMF/CDF and expectation; compare whole supplied PMF by rational equality. Independence must be explicitly supplied true, not inferred or observed. No realdata estimation, random sampling, causal claim, SciPy/handler/program execution. Missing/false independence leaves PMF/CDF unknown; expectation remains derivable from complete marginals without independence..

POST https://datenvertrag.halowerk.com/v1/poisson-binomial-distribution-audit

Eingaben

Felder des veröffentlichten Eingabeschemas
FeldTypPflichtBeschreibung
claimed_pmfSiehe SchemaJa
independentboolean, nullJa
trialsarrayJa
Vollständiges Eingabeschema anzeigen
{
  "additionalProperties": false,
  "properties": {
    "claimed_pmf": {
      "anyOf": [
        {
          "items": {
            "additionalProperties": false,
            "properties": {
              "denominator": {
                "pattern": "^[1-9][0-9]{0,27}$",
                "type": "string"
              },
              "numerator": {
                "pattern": "^(0|[1-9][0-9]{0,27})$",
                "type": "string"
              }
            },
            "required": [
              "numerator",
              "denominator"
            ],
            "type": "object"
          },
          "maxItems": 13,
          "type": "array"
        },
        {
          "type": "null"
        }
      ]
    },
    "independent": {
      "type": [
        "boolean",
        "null"
      ]
    },
    "trials": {
      "items": {
        "anyOf": [
          {
            "additionalProperties": false,
            "properties": {
              "denominator": {
                "maximum": 100,
                "minimum": 1,
                "type": "integer"
              },
              "numerator": {
                "maximum": 100,
                "minimum": 0,
                "type": "integer"
              }
            },
            "required": [
              "numerator",
              "denominator"
            ],
            "type": "object"
          },
          {
            "type": "null"
          }
        ]
      },
      "maxItems": 12,
      "type": "array"
    }
  },
  "required": [
    "independent",
    "trials",
    "claimed_pmf"
  ],
  "type": "object"
}

Originalschema öffnen

Veröffentlichtes Eingabebeispiel

{
  "claimed_pmf": [
    {
      "denominator": "3",
      "numerator": "1"
    },
    {
      "denominator": "2",
      "numerator": "1"
    },
    {
      "denominator": "6",
      "numerator": "1"
    }
  ],
  "independent": true,
  "trials": [
    {
      "denominator": 2,
      "numerator": 1
    },
    {
      "denominator": 3,
      "numerator": 1
    }
  ]
}

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Quelle dieser Seite: der veröffentlichte HALOWERK-Katalog. Stand: 2026-11-07, 02:42 UTC.

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