Notes for Intel® oneAPI Math Kernel Library Vector Statistics

ID 772987
Date 12/04/2020
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GaussianMV  (VSL_RNG_METHOD_GAUSSIANMV_ICDF)

Random number generator of d-variate (correlated) normal distribution with parameters a and T. You can obtain any successive random vector x according to the formula

where:

  1. znis a d-dimensional vector of random numbers from standard normal distribution

  2. T is a lower triangular dxd matrix - Cholesky factor of variance-covariance matrix

Random numbers from standard normal distribution are generated by method

VSL_RNG_METHOD_GAUSSIAN_ICDF.

See Intel® oneAPI Math Kernel Library Vector Statistics Random Number Generator Performance Data for test results summary and performance graphs.