mir.random.variable

Utilities
Name	Description
isRandomVariable	Trait

Random Variables
Generator name	Description

`BernoulliVariable`	en.wikipedia.org/wiki/Bernoulli_distribution, Bernoulli random variable
`Bernoulli2Variable`	Optimized en.wikipedia.org/wiki/Bernoulli_distribution, Bernoulli random variable for <tt class="inline-code">p = 1/2</tt>
`BetaVariable`	en.wikipedia.org/wiki/Beta_distribution, Beta random variable
`BinomialVariable`	en.wikipedia.org/wiki/Binomial_distribution, Binomial random variable
`CauchyVariable`	en.wikipedia.org/wiki/Cauchy_distribution, Cauchy random variable
`ChiSquaredVariable`	en.wikipedia.org/wiki/Chi-squared_distribution, Chi-squared random variable
`DiscreteVariable`	Discrete distribution
`ExponentialVariable`	en.wikipedia.org/wiki/Exponential_distribution, Exponential random variable
`ExtremeValueVariable`	en.wikipedia.org/wiki/Generalized_extreme_value_distribution, Extreme value random variable
`FisherFVariable`	en.wikipedia.org/wiki/F_distribution, F random variable
`GammaVariable`	en.wikipedia.org/wiki/Gamma_distribution, Gamma random variable
`GeometricVariable`	en.wikipedia.org/wiki/Geometric_distribution, Geometric random variable
`LogNormalVariable`	en.wikipedia.org/wiki/Log-normal_distribution, Log-normal random variable
`NegativeBinomialVariable`	en.wikipedia.org/wiki/Negative_binomial_distribution, Negative_binomial random variable
`NormalVariable`	en.wikipedia.org/wiki/Normal_distribution, Normal random variable
`PiecewiseConstantVariable`	Piecewise constant distribution
`PiecewiseLinearVariable`	Piecewise linear distribution
`PoissonVariable`	en.wikipedia.org/wiki/Poisson_distribution, Poisson random variable
`StudentTVariable`	en.wikipedia.org/wiki/Student's_t_distribution, Student's_t random variable
`UniformVariable`	en.wikipedia.org/wiki/Discrete_uniform_distribution, Discrete_uniform random variable and <a href="http://en.wikipedia.org/wiki/Uniform_distribution_(continuous)">Uniform distribution (continuous)</a>
`WeibullVariable`	en.wikipedia.org/wiki/Weibull_distribution, Weibull random variable

Members

Aliases

bernoulli2Variable alias bernoulli2Variable = bernoulli2Var: Bernoulli. A fast specialization for p := 1/2.
bernoulliVariable alias bernoulliVariable = bernoulliVar: Bernoulli.
betaVariable alias betaVariable = betaVar: Beta.
binomialVariable alias binomialVariable = binomialVar: Binomial.
cauchyVariable alias cauchyVariable = cauchyVar: Cauchy.
discreteVariable alias discreteVariable = discreteVar: _Discrete distribution sampler that draws random values from a _discrete distribution given an array of the respective probability density points (weights).
exponentialVariable alias exponentialVariable = exponentialVar: Exponential.
extremeValueVariable alias extremeValueVariable = extremeValueVar: Generalized_extreme_value, Extreme value.
fisherFVariable alias fisherFVariable = fisherFVar: F.
gammaVariable alias gammaVariable = gammaVar: Gamma.
geometricVariable alias geometricVariable = geometricVar: Geometric.
logNormalVariable alias logNormalVariable = logNormalVar: Log-normal.
negativeBinomialVariable alias negativeBinomialVariable = negativeBinomialVar: Negative_binomial.
normalVariable alias normalVariable = normalVar: Normal.
piecewiseConstantVariable alias piecewiseConstantVariable = piecewiseConstantVar
piecewiseLinearVariable alias piecewiseLinearVariable = piecewiseLinearVar: Piecewise constant variable.
poissonVariable alias poissonVariable = poissonVar: Poisson.
studentTVariable alias studentTVariable = studentTVar: Student's_t.
weibullVariable alias weibullVariable = weibullVar: Weibull.

Enums

RandomVariable enum RandomVariable: User Defined Attribute definition for Random Variable.

Functions

bernoulli2Var Bernoulli2Variable bernoulli2Var(): Bernoulli. A fast specialization for p := 1/2.
bernoulliVar BernoulliVariable!T bernoulliVar(T p): Bernoulli.
betaVar BetaVariable!T betaVar(T a, T b): Beta.
binomialVar BinomialVariable!T binomialVar(size_t r, T p): Binomial.
cauchyVar CauchyVariable!T cauchyVar(T location, T scale): Cauchy.
chiSquared ChiSquaredVariable!T chiSquared(size_t k): Chi-squared.
discreteVar DiscreteVariable!T discreteVar(T[] weights, bool cumulative): _Discrete distribution sampler that draws random values from a _discrete distribution given an array of the respective probability density points (weights).
exponentialVar ExponentialVariable!T exponentialVar(T scale): Exponential.
extremeValueVar ExtremeValueVariable!T extremeValueVar(T location, T scale): Generalized_extreme_value, Extreme value.
fisherFVar FisherFVariable!T fisherFVar(T d1, T d2): F.
gammaVar GammaVariable!T gammaVar(T shape, T scale): Gamma.
geometricVar GeometricVariable!T geometricVar(T p, bool success): Geometric.
logNormalVar LogNormalVariable!T logNormalVar(T normalLocation, T normalScale): Log-normal.
negativeBinomialVar NegativeBinomialVariable!T negativeBinomialVar(size_t r, T p): Negative_binomial.
normalVar NormalVariable!T normalVar(T location, T scale): Normal.
piecewiseConstantVar PiecewiseConstantVariable!(T, W) piecewiseConstantVar(T[] intervals, W[] weights, bool cumulative)
piecewiseLinearVar PiecewiseLinearVariable!T piecewiseLinearVar(T[] points, T[] weights, T[] areas): Piecewise constant variable.
poissonVar PoissonVariable!T poissonVar(T rate): Poisson.
studentTVar StudentTVariable!T studentTVar(T nu): Student's_t.
uniformVar UniformVariable!T uniformVar(T a, T b): Discrete_uniform.
uniformVar UniformVariable!T uniformVar(T a, T b): Uniform distribution (continuous).
uniformVariable UniformVariable!T uniformVariable(T a, T b): Discrete_uniform.
uniformVariable UniformVariable!T uniformVariable(T a, T b): Uniform distribution (continuous).
weibullVar WeibullVariable!T weibullVar(T shape, T scale): Weibull.

Structs

Bernoulli2Variable struct Bernoulli2Variable: Bernoulli. A fast specialization for p := 1/2.
BernoulliVariable struct BernoulliVariable(T): Bernoulli.
BetaVariable struct BetaVariable(T): Beta.
BinomialVariable struct BinomialVariable(T): Binomial.
CauchyVariable struct CauchyVariable(T): Cauchy.
ChiSquaredVariable struct ChiSquaredVariable(T): Chi-squared.
DiscreteVariable struct DiscreteVariable(T): _Discrete distribution sampler that draws random values from a _discrete distribution given an array of the respective probability density points (weights).
ExponentialVariable struct ExponentialVariable(T): Exponential.
ExtremeValueVariable struct ExtremeValueVariable(T): Generalized_extreme_value, Extreme value.
FisherFVariable struct FisherFVariable(T): F.
GammaVariable struct GammaVariable(T, bool Exp = false): Gamma.
GeometricVariable struct GeometricVariable(T): Geometric.
LogNormalVariable struct LogNormalVariable(T): Log-normal.
NegativeBinomialVariable struct NegativeBinomialVariable(T): Negative_binomial.
NormalVariable struct NormalVariable(T): Normal.
PiecewiseConstantVariable struct PiecewiseConstantVariable(T, W = T): Piecewise constant variable.
PiecewiseLinearVariable struct PiecewiseLinearVariable(T): Piecewise constant variable.
PoissonVariable struct PoissonVariable(T): Poisson.
StudentTVariable struct StudentTVariable(T): Student's_t.
UniformVariable struct UniformVariable(T): Discrete_uniform.
UniformVariable struct UniformVariable(T): Uniform distribution (continuous).
WeibullVariable struct WeibullVariable(T): Weibull.

Templates

isRandomVariable template isRandomVariable(T): Test if T is a random variable.

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