Visible to Intel only — GUID: GUID-709766FA-34E1-45E5-BEEE-2CC6856D2A73
Visible to Intel only — GUID: GUID-709766FA-34E1-45E5-BEEE-2CC6856D2A73
beta
Generates beta distributed random values.
Description
The beta class object is used in the generate function to provide random numbers with beta distribution that has shape parameters p and q, displacement a, and scale parameter (b, β), where p, q, a, and .
The probability density function is given by:
where B(p, q) is the complete beta function.
The cumulative distribution function is as follows:
Product and Performance Information |
---|
Performance varies by use, configuration and other factors. Learn more at https://www.intel.com/PerformanceIndex. Notice revision #20201201 |
API
Syntax
namespace oneapi::mkl::rng {
template<typename RealType = float,
typename Method = beta_method::by_default>
class beta {
public:
using method_type = Method; using result_type = RealType;
beta(): beta((RealType)1.0, (RealType)1.0, (RealType)(0.0),
(RealType)(1.0)){} explicit beta(RealType p,
RealType q, RealType a, RealType b);
explicit beta(const param_type& pt);
RealType p() const;
RealType q() const;
RealType a() const;
RealType b() const;
param_type param() const;
void param(const param_type& pt);
};
}
Devices supported: CPU and GPU.
Include Files
oneapi/mkl/rng.hpp
Template Parameters
typename RealType = float |
Type of the produced values. The specific values are as follows: float double |
typename Method = oneapi::mkl::rng::beta_method::by_default |
Generation method. The specific values are as follows: oneapi::mkl::rng::beta_method::cja oneapi::mkl::rng::beta_method::cja_accurate See brief descriptions of the methods in Distributions Template Parameter Method. |
Input Parameters
Name |
Type |
Description |
---|---|---|
p |
RealType (float, double) |
Shape p |
q |
RealType (float, double) |
Shape q |
a |
RealType (float, double) |
Displacement a. |
b |
RealType (float, double) |
Scalefactor b. |