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NormalDistribution.h
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9 
10 #pragma once
11 
12 #include "Distribution.h"
13 
14 class NormalDistribution;
15 
16 template <>
17 InputParameters validParams<NormalDistribution>();
18 
22 class NormalDistribution : public Distribution
23 {
24 public:
25  static InputParameters validParams();
26 
27  NormalDistribution(const InputParameters & parameters);
28 
29  virtual Real pdf(const Real & x) const override;
30  virtual Real cdf(const Real & x) const override;
31  virtual Real quantile(const Real & p) const override;
32 
33  static Real pdf(const Real & x, const Real & mean, const Real & std_dev);
34  static Real cdf(const Real & x, const Real & mean, const Real & std_dev);
35  static Real quantile(const Real & p, const Real & mean, const Real & std_dev);
36 
37 protected:
40  static const std::array<Real, 6> _a;
41  static const std::array<Real, 6> _b;
43 
45  const Real & _mean;
46 
48  const Real & _standard_deviation;
49 };
NormalDistribution::cdf
virtual Real cdf(const Real &x) const override
Definition: NormalDistribution.C:76
NormalDistribution::_a
static const std::array< Real, 6 > _a
Definition: NormalDistribution.h:40
NormalDistribution::_standard_deviation
const Real & _standard_deviation
The standard deviation of the distribution (sigma)
Definition: NormalDistribution.h:48
NormalDistribution::validParams
static InputParameters validParams()
Definition: NormalDistribution.C:25
NormalDistribution::NormalDistribution
NormalDistribution(const InputParameters &parameters)
Definition: NormalDistribution.C:35
NormalDistribution::quantile
virtual Real quantile(const Real &p) const override
Definition: NormalDistribution.C:83
validParams< NormalDistribution >
InputParameters validParams< NormalDistribution >()
NormalDistribution::_b
static const std::array< Real, 6 > _b
Definition: NormalDistribution.h:41
NormalDistribution::_mean
const Real & _mean
The mean (or expectation) of the distribution (mu)
Definition: NormalDistribution.h:45
NormalDistribution
A class used to generate a normal distribution.
Definition: NormalDistribution.h:22
NormalDistribution::pdf
virtual Real pdf(const Real &x) const override
Definition: NormalDistribution.C:69