High-dimensional integration: the quasi-Monte Carlo way

J Dick, FY Kuo, IH Sloan - Acta Numerica, 2013 - cambridge.org
This paper is a contemporary review of QMC ('quasi-Monte Carlo') methods, that is, equal-
weight rules for the approximate evaluation of high-dimensional integrals over the unit cube …

[图书][B] Computation of multivariate normal and t probabilities

A Genz, F Bretz - 2009 - books.google.com
Multivariate normal and t probabilities are needed for statistical inference in many
applications. Modern statistical computation packages provide functions for the computation …

[图书][B] Tractability of Multivariate Problems: Standard information for functionals

E Novak, H Woźniakowski - 2008 - books.google.com
This is the second volume of a three-volume set comprising a comprehensive study of the
tractability of multivariate problems. The second volume deals with algorithms using …

[图书][B] Introduction to quasi-Monte Carlo integration and applications

G Leobacher, F Pillichshammer - 2014 - Springer
While Fubini's theorem states that the integral of a function on the s-dimensional unit cube
can be computed simply by computing iterated integrals, the attempt of doing so for a …

[HTML][HTML] A GPU compatible quasi-Monte Carlo integrator interfaced to pySecDec

S Borowka, G Heinrich, S Jahn, SP Jones… - Computer Physics …, 2019 - Elsevier
The purely numerical evaluation of multi-loop integrals and amplitudes can be a viable
alternative to analytic approaches, in particular in the presence of several mass scales …

Application of quasi-Monte Carlo methods to elliptic PDEs with random diffusion coefficients: a survey of analysis and implementation

FY Kuo, D Nuyens - Foundations of Computational Mathematics, 2016 - Springer
This article provides a survey of recent research efforts on the application of quasi-Monte
Carlo (QMC) methods to elliptic partial differential equations (PDEs) with random diffusion …

High-dimensional peaks-over-threshold inference

R de Fondeville, AC Davison - Biometrika, 2018 - academic.oup.com
Max-stable processes are increasingly widely used for modelling complex extreme events,
but existing fitting methods are computationally demanding, limiting applications to a few …

[图书][B] Lattice rules

J Dick, P Kritzer, F Pillichshammer - 2022 - Springer
Lattice rules are particular instances of quasi-Monte Carlo rules for numerical integration of
functions over the 𝑑-dimensional unit cube [0, 1] 𝑑, where the emphasis lies on high …

Edited by P. Bickel, P. Diggle, S. Fienberg, U. Gather

I Olkin, S Zeger - 2006 - Springer
In 2006, Paul W. Holland retired from Educational Testing Service (ETS) after a career
spanning five decades. In 2008, ETS sponsored a conference, Looking Back, honoring …

Fast component-by-component construction of rank-1 lattice rules with a non-prime number of points

D Nuyens, R Cools - Journal of Complexity, 2006 - Elsevier
The component-by-component construction algorithm constructs the generating vector for a
rank-1 lattice one component at a time by minimizing the worst-case error in each step. This …