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单词 exponential distribution
释义
exponential distribution

Mathematics
  • The continuous probability distribution with probability density function f(x) = λ‎exp(−λ‎x), where λ‎ > 0 and x ≥ 0. It has mean 1/λ‎ and variance 1/λ‎2. The time between events that occur randomly but at a constant rate has an exponential distribution. The distribution is skewed to the right.


Statistics
  • A random variable X with an exponential distribution has probability density function f given byexponential distributionwhere λ is a positive constant. The cumulative distribution function F is given byexponential distributionThe distribution has expected value 1/λ and variance 1/λ2. The distribution has the forgetfulness property. See also Poisson process.

    exponential distribution

    Exponential distribution. All exponential distributions have a range from 0 to ∞, a mode at 0, and a mean equal to the standard deviation.


Economics
  • A special case of the gamma distribution with the density function

    f(x|β)=1βe-x/β

    for 0 ≤ x < ∞ and β‎ > 0, and the moment generating function M(t)=ββt for any t < β‎. An exponential random variable has mean β‎ and variance β2. This distribution has the memoryless property and is frequently used to model lifetimes and queuing problems.


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