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Asymptotic approximations for probability integrals
This book gives a self-contained introduction to the subject of asymptotic approximation for multivariate integrals for both mathematicians and applied scientists. A collection of results of the Laplace methods is given. Such methods are useful for example in reliability, statistics, theoretical phy...
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Lenguaje: | eng |
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Springer
1994
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Acceso en línea: | https://dx.doi.org/10.1007/BFb0073538 http://cds.cern.ch/record/1691609 |
_version_ | 1780935790673526784 |
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author | Breitung, Karl Wilhelm |
author_facet | Breitung, Karl Wilhelm |
author_sort | Breitung, Karl Wilhelm |
collection | CERN |
description | This book gives a self-contained introduction to the subject of asymptotic approximation for multivariate integrals for both mathematicians and applied scientists. A collection of results of the Laplace methods is given. Such methods are useful for example in reliability, statistics, theoretical physics and information theory. An important special case is the approximation of multidimensional normal integrals. Here the relation between the differential geometry of the boundary of the integration domain and the asymptotic probability content is derived. One of the most important applications of these methods is in structural reliability. Engineers working in this field will find here a complete outline of asymptotic approximation methods for failure probability integrals. |
id | cern-1691609 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 1994 |
publisher | Springer |
record_format | invenio |
spelling | cern-16916092021-04-21T21:08:33Zdoi:10.1007/BFb0073538http://cds.cern.ch/record/1691609engBreitung, Karl WilhelmAsymptotic approximations for probability integralsMathematical Physics and MathematicsThis book gives a self-contained introduction to the subject of asymptotic approximation for multivariate integrals for both mathematicians and applied scientists. A collection of results of the Laplace methods is given. Such methods are useful for example in reliability, statistics, theoretical physics and information theory. An important special case is the approximation of multidimensional normal integrals. Here the relation between the differential geometry of the boundary of the integration domain and the asymptotic probability content is derived. One of the most important applications of these methods is in structural reliability. Engineers working in this field will find here a complete outline of asymptotic approximation methods for failure probability integrals.Springeroai:cds.cern.ch:16916091994 |
spellingShingle | Mathematical Physics and Mathematics Breitung, Karl Wilhelm Asymptotic approximations for probability integrals |
title | Asymptotic approximations for probability integrals |
title_full | Asymptotic approximations for probability integrals |
title_fullStr | Asymptotic approximations for probability integrals |
title_full_unstemmed | Asymptotic approximations for probability integrals |
title_short | Asymptotic approximations for probability integrals |
title_sort | asymptotic approximations for probability integrals |
topic | Mathematical Physics and Mathematics |
url | https://dx.doi.org/10.1007/BFb0073538 http://cds.cern.ch/record/1691609 |
work_keys_str_mv | AT breitungkarlwilhelm asymptoticapproximationsforprobabilityintegrals |