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Gaussian Distribution (Noun)

Meaning

A theoretical distribution with finite mean and variance.

Classification

Nouns denoting cognitive processes and contents.

Examples

  • The normal model of a gaussian_distribution is a probability distribution that is symmetric about the mean, showing that data near the mean are more frequent in occurrence than data far from the mean.
  • The expected value of a gaussian_distribution can be any real number.
  • In the context of a gaussian_distribution, the finite mean does not have to be zero since the distribution can be shifted to any value.
  • The gaussian_distribution has equal finite variance in all directions when considered in higher dimensions.
  • Parameters that define a gaussian_distribution include the mean and the standard deviation squared, or variance, which estimate the spread or dispersion from the mean.

Synonyms

  • Normal Distribution

Hypernyms

  • Distribution
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