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What is Error Function mean?
In mathematics, the error function (also called the Gauss error function), often denoted by erf, is a complex function of a complex variable defined as:
erf z = 2 π ∫ 0 z e − t 2 d t . {\displaystyle \operatorname {erf} z={\frac {2}{\sqrt {\pi }}}\int _{0}^{z}e^{-t^{2}}\,dt.}This integral is a special (non-elementary) sigmoid function that occurs often in probability, statistics, and partial differential equations. In many of these applications, the function argument is a real number. If the function argument is real, then the function value is also real.
In statistics, for non-negative values of x, the error function has the following interpretation: for a random variable Y that is normally distributed with mean 0 and standard deviation 1/√2, erf x is the probability that Y falls in the range [−x, x].
Two closely related functions are the complementary error function (erfc) defined as
erfc z = 1 − erf z , {\displaystyle \operatorname {erfc} z=1-\operatorname {erf} z,}and the imaginary error function (erfi) defined as
erfi z = − i erf i z , {\displaystyle \operatorname {erfi} z=-i\operatorname {erf} iz,}where i is the imaginary unit.
referenceFull Form | Category |
---|---|
Error Function | Computing |
Complementary Error Function | Electronics |
Posted on 07 Oct 2024, this text provides information on Miscellaneous in Computing related to Computing. Please note that while accuracy is prioritized, the data presented might not be entirely correct or up-to-date. This information is offered for general knowledge and informational purposes only, and should not be considered as a substitute for professional advice.
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