Patent
Method, computer program, and storage medium for estimating randomness of function of representative value of random variable by the use of gradient of same function
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TLDR
In this article, a method of estimating a measure of randomness of a function of at least one representative value of a random variable is constructed to have the steps of obtaining the at least 1 random variable, determining the at most one representative values of the obtained at least single random variable; determining a first statistic of the first statistic; and transforming the obtained first statistic into a second statistic, using the determined gradient.Abstract:
A method of estimating a measure of randomness of a function of at least one representative value of at least one random variable is constructed to have the steps of obtaining the at least one random variable; determining the at least one representative value of the obtained at least one random variable; determining a first statistic of the obtained at least one random variable; determining a gradient of the function with respect to the determined at least one representative value; and transforming the obtained first statistic into a second statistic of the function, using the determined gradient The step of transforming may be adapted to transform the first statistic into the second statistic, such that the second statistic responds to the first statistic more sensitively in the case of the gradient being steep than in the case of the gradient being gentleread more
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References
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