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Probability Distributions

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4 domain-specific abstractions whose origin domain is Probability Distributions.

  • Exponentiated Weibull distribution — A positive continuous distribution formed by raising the Weibull cumulative distribution function to an additional positive shape parameter.
  • Johnson's SU-distribution — An unbounded four-parameter distribution obtained by applying an inverse-hyperbolic-sine transformation to a standard normal variable.
  • Modified Kumaraswamy distribution — A positive continuous two-parameter probability distribution obtained by a Kumaraswamy-type transformation, with an explicit density, distribution function and quantile representation.
  • Reciprocal distribution — A bounded positive distribution whose density is proportional to one over the variable, equivalently uniform after logarithmic transformation.