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Bernoulli random variable (Definition)

$X$ is a Bernoulli random variable with parameter <</SPAN>#58#>$p$ if

$f_X(x) = p^x (1-p)^{1-x}$ $x=\{0,1\}$

Parameters:

$\star$
$p \in [0,1]$

Syntax:

$X\sim Bernoulli(p)$

Notes:

  1. $X$ represents the number of successful results in a Bernoulli trial. A Bernoulli trial is an experiment in which only two outcomes are possible: success, with probability $p$ and failure, with probability $1-p$
  2. $E[X] = p$
  3. $Var[X] = p(1-p)$
  4. $M_X(t) = p e^t + (1-p)$




"Bernoulli random variable" is owned by Riemann.
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See Also: binomial distribution, geometric distribution

Other names:  Bernoulli distribution
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Cross-references: outcomes, number, represents, syntax, parameter
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This is version 2 of Bernoulli random variable, born on 2001-10-26, modified 2001-10-26.
Object id is 517, canonical name is BernoulliRandomVariable.
Accessed 16643 times total.

Classification:
AMS MSC60-00 (Probability theory and stochastic processes :: General reference works )

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