Search Results for author: Michael Giles

Found 2 papers, 2 papers with code

Rounding error using low precision approximate random variables

1 code implementation17 Dec 2020 Oliver Sheridan-Methven, Michael Giles

For numerical approximations to stochastic differential equations using the Euler-Maruyama scheme, we propose incorporating approximate random variables computed using low precisions, such as single and half precision.

Numerical Analysis Numerical Analysis 65G50, 65C10, 41A10, 65C05, 65Y20, 60H35, 65B10, 65L70, 34M30, 97N20, 65C30

Approximating inverse cumulative distribution functions to produce approximate random variables

2 code implementations17 Dec 2020 Oliver Sheridan-Methven, Michael Giles

For random variables produced through the inverse transform method, approximate random variables are introduced, which are produced by approximations to a distribution's inverse cumulative distribution function.

Numerical Analysis Numerical Analysis 65C10, 41A10, 65D15, 65C05, 62E17, 65Y20, 60H35, 65C30

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