Developer Reference

Contents

vRngNegBinomial

Generates random numbers with negative binomial distribution.

Syntax

status
=
viRngNegbinomial
(
method
,
stream
,
n
,
r
,
a
,
p
);
Include Files
  • mkl.h
Input Parameters
Name
Type
Description
method
const MKL_INT
Generation method. The specific value is:
VSL_RNG_METHOD_NEGBINOMIAL_NBAR
See brief description of the
NBAR
method in Table
"Values of
<
method
>
in
method
parameter"
stream
VSLStreamStatePtr
pointer to the stream state structure
n
const MKL_INT
Number of random values to be generated
a
const double
The first distribution parameter
a
p
const double
The second distribution parameter
p
Output Parameters
Name
Type
Description
r
int*
Vector of
n
random values with negative binomial distribution.
Description
The
vRngNegBinomial
function generates random numbers with negative binomial distribution and distribution parameters
a
and
p
, where
p
,
a
R
; 0 <
p
< 1;
a
> 0.
If the first distribution parameter
a
N
, this distribution is the same as Pascal distribution. If
a
N
, the distribution can be interpreted as the expected time of
a
-th success in a sequence of Bernoulli trials, when the probability of success is
p
.
The probability distribution is given by:
Equation
The cumulative distribution function is as follows:
Equation
Optimization Notice
Intel's compilers may or may not optimize to the same degree for non-Intel microprocessors for optimizations that are not unique to Intel microprocessors. These optimizations include SSE2, SSE3, and SSSE3 instruction sets and other optimizations. Intel does not guarantee the availability, functionality, or effectiveness of any optimization on microprocessors not manufactured by Intel. Microprocessor-dependent optimizations in this product are intended for use with Intel microprocessors. Certain optimizations not specific to Intel microarchitecture are reserved for Intel microprocessors. Please refer to the applicable product User and Reference Guides for more information regarding the specific instruction sets covered by this notice.
Notice revision #20110804
This notice covers the following instruction sets: SSE2, SSE4.2, AVX2, AVX-512.
Return Values
VSL_ERROR_OK
,
VSL_STATUS_OK
Indicates no error, execution is successful.
VSL_ERROR_NULL_PTR
stream
is a
NULL
pointer.
VSL_RNG_ERROR_BAD_STREAM
stream
is not a valid random stream.
VSL_RNG_ERROR_BAD_UPDATE
Callback function for an abstract BRNG returns an invalid number of updated entries in a buffer, that is,
< 0
or
>
nmax
.
VSL_RNG_ERROR_NO_NUMBERS
Callback function for an abstract BRNG returns 0 as the number of updated entries in a buffer.
VSL_RNG_ERROR_QRNG_PERIOD_ELAPSED
Period of the generator has been exceeded.
VSL_RNG_ERROR_ARS5_NOT_SUPPORTED
ARS-5 random number generator is not supported on the CPU running the application.

Product and Performance Information

1

Intel's compilers may or may not optimize to the same degree for non-Intel microprocessors for optimizations that are not unique to Intel microprocessors. These optimizations include SSE2, SSE3, and SSSE3 instruction sets and other optimizations. Intel does not guarantee the availability, functionality, or effectiveness of any optimization on microprocessors not manufactured by Intel. Microprocessor-dependent optimizations in this product are intended for use with Intel microprocessors. Certain optimizations not specific to Intel microarchitecture are reserved for Intel microprocessors. Please refer to the applicable product User and Reference Guides for more information regarding the specific instruction sets covered by this notice.

Notice revision #20110804