Probability of Random Error under Gaussian Distribution occurring within Interval

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Theorem

Let $X$ be a random variable with a Gaussian distribution.

Let:

the expectation of $X$ be $0$
the standard deviation of $X$ be $\sigma$.

Let $x \in \R$ be a real number.

Then the probability that a random error from $X$ lies in the interval $\openint {-x} x$ is given by:

$p = \map \erf {\dfrac x {\sigma \sqrt 2} }$

where $\erf$ denotes the error function.


Proof




Sources