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Normal distribution function

Given x, it returns its probability in a Gaussian normal distribution. It provides the first derivative too.

test the correctness of the returned value is tested by checking it against numerical calculations. Cross-checks are also performed against the CumulativeNormalDistribution and InverseCumulativeNormal classes.

Hierarchy

  • NormalDistribution

Implements

Index

Constructors

constructor

  • Parameters

    • Default value average: Real = 0
    • Default value sigma: Real = 1

    Returns NormalDistribution

Properties

Private _average

_average: Real = 0

Private _denominator

_denominator: Real

Private _derNormalizationFactor

_derNormalizationFactor: Real

Private _normalizationFactor

_normalizationFactor: Real

Private _sigma

_sigma: Real = 1

Methods

d

  • Parameters

    Returns Real

f

  • Parameters

    Returns Real