Definition:Bernoulli Trial

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A Bernoulli trial is an experiment whose sample space has two elements, which can be variously described, for example, as:

Success and failure
True and False
$1$ and $0$
the classic heads and tails.

Formally, a Bernoulli trial is modelled by a probability space $\struct {\Omega, \Sigma, \Pr}$ such that:

$\Omega = \set {a, b}$
$\Sigma = \powerset \Omega$
$\map \Pr a = p, \map \Pr b = 1 - p$


$\powerset \Omega$ denotes the power set of $\Omega$
$0 \le p \le 1$

That is, $\Pr$ obeys a Bernoulli distribution.

Bernoulli Variable

Let $X$ be a discrete random variable whose sample space is $\Omega$ in such a Bernoulli trial.

Then $X$ is known as a Bernoulli variable.

Also defined as

Some sources insist that $0 < p < 1$, but it can be useful in certain circumstances to include the condition when the outcome is certainty.

Source of Name

This entry was named for Jacob Bernoulli.