"conditional probability distribution" meaning in English

{
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    {
      "form": "conditional probability distributions",
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      "expansion": "conditional probability distribution (plural conditional probability distributions)",
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  "lang": "English",
  "lang_code": "en",
  "pos": "noun",
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          "langcode": "en",
          "name": "Probability theory",
          "orig": "en:Probability theory",
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        {
          "text": "1999, Anders L. Madsen, Bruce D'Ambrosio, Lazy Propagation and Independence of Causal Influence, Anthony Hunter, Simon Parsons, Symbolic and Quantitative Approaches to Reasoning and Uncertainty, Springer, page 293,\nA Bayesian network consists of a directed, acyclic graph and a set of conditional probability distributions. For each variable in the graph there is a conditional probability distribution of the variable given its parents."
        },
        {
          "text": "2010, Philipp Koehn, Statistical Machine Translation, Cambridge University Press, page 69,\nNote that for two independent random variables X and Y, the conditional probability distribution p(x|y) is the same as simply p(y)."
        },
        {
          "text": "2015, Iman Behmanesh, Babak Moaveni, Geert Lombaert, Costas Papadimitriou, Chapter 6: Hierarchical Bayesian Model Updating for Probabilistic Damage Identification, H. Sezer Atamturktur, Babak Moaveni, Costas Papadimitriou, Tyler Schoenherr (editors), Model Validation and Uncertainty Quantification, Volume 3: Proceedings of the 33rd IMAC, Springer, page 58,\nAlternatively, Laplace asymptotic approximation can be used to approximate the conditional probability distributions of θ₁ in Eq. (6.12) as a Gaussian distribution to simplify the sampling process."
        }
      ],
      "glosses": [
        "The probability distribution of a random variable given the known outcome of another random variable."
      ],
      "id": "en-conditional_probability_distribution-en-noun-CIh2bQwU",
      "links": [
        [
          "probability theory",
          "probability theory"
        ],
        [
          "probability distribution",
          "probability distribution"
        ],
        [
          "random variable",
          "random variable"
        ]
      ],
      "raw_glosses": [
        "(probability theory) The probability distribution of a random variable given the known outcome of another random variable."
      ],
      "related": [
        {
          "word": "conditional probability"
        }
      ],
      "topics": [
        "mathematics",
        "probability-theory",
        "sciences"
      ]
    }
  ],
  "word": "conditional probability distribution"
}

{
  "forms": [
    {
      "form": "conditional probability distributions",
      "tags": [
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  "lang_code": "en",
  "pos": "noun",
  "related": [
    {
      "word": "conditional probability"
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  ],
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      "examples": [
        {
          "text": "1999, Anders L. Madsen, Bruce D'Ambrosio, Lazy Propagation and Independence of Causal Influence, Anthony Hunter, Simon Parsons, Symbolic and Quantitative Approaches to Reasoning and Uncertainty, Springer, page 293,\nA Bayesian network consists of a directed, acyclic graph and a set of conditional probability distributions. For each variable in the graph there is a conditional probability distribution of the variable given its parents."
        },
        {
          "text": "2010, Philipp Koehn, Statistical Machine Translation, Cambridge University Press, page 69,\nNote that for two independent random variables X and Y, the conditional probability distribution p(x|y) is the same as simply p(y)."
        },
        {
          "text": "2015, Iman Behmanesh, Babak Moaveni, Geert Lombaert, Costas Papadimitriou, Chapter 6: Hierarchical Bayesian Model Updating for Probabilistic Damage Identification, H. Sezer Atamturktur, Babak Moaveni, Costas Papadimitriou, Tyler Schoenherr (editors), Model Validation and Uncertainty Quantification, Volume 3: Proceedings of the 33rd IMAC, Springer, page 58,\nAlternatively, Laplace asymptotic approximation can be used to approximate the conditional probability distributions of θ₁ in Eq. (6.12) as a Gaussian distribution to simplify the sampling process."
        }
      ],
      "glosses": [
        "The probability distribution of a random variable given the known outcome of another random variable."
      ],
      "links": [
        [
          "probability theory",
          "probability theory"
        ],
        [
          "probability distribution",
          "probability distribution"
        ],
        [
          "random variable",
          "random variable"
        ]
      ],
      "raw_glosses": [
        "(probability theory) The probability distribution of a random variable given the known outcome of another random variable."
      ],
      "topics": [
        "mathematics",
        "probability-theory",
        "sciences"
      ]
    }
  ],
  "word": "conditional probability distribution"
}