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单词 heavy-tailed distribution
释义
heavy-tailed distribution

Statistics
  • A distribution in which the probability of an extreme value is greater than it would be for a normal distribution having the same quartiles. For the random variable X, one definition is that the distribution has a heavy right tail ifheavy-tailed distribution

    If, in addition the distribution satisfies the requirement that, for all t > 0, heavy-tailed distribution

    then the distribution is said to have a long right tail and may be described as a long-tailed distribution.

    Examples of heavy-tailed distributions are the Cauchy distribution, the lognormal distribution, the Pareto distribution, and the t-distribution.


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