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Programs for the Landau and the Vavilov distributions and the corresponding random numbers

The Landau and the Vavilov distributions are used to describe the energy loss of charged particles traversing a thin layer of matter. For Monto Carlo simulations it is of particular interest to have a random number generator for these distributions. Fourier series are used to approximate the probabi...

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Detalles Bibliográficos
Autor principal: Schorr, B
Lenguaje:eng
Publicado: 1973
Materias:
Acceso en línea:https://dx.doi.org/10.1016/0010-4655(74)90091-5
http://cds.cern.ch/record/1050918
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author Schorr, B
author_facet Schorr, B
author_sort Schorr, B
collection CERN
description The Landau and the Vavilov distributions are used to describe the energy loss of charged particles traversing a thin layer of matter. For Monto Carlo simulations it is of particular interest to have a random number generator for these distributions. Fourier series are used to approximate the probability density functions, the cumulative distribution functions and the inverses of the conditional distribution functions. Theoretical considerations, together with numerical tests, show that in the case of the densities and the distribution functions three to five significant digits are obtained. In the case of the inverses of the conditional distribution functions three significant figures are obtained almost everywhere, except near the end points of the interval, where a relative error of up to 5-6% may sometimes occur.
id cern-1050918
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 1973
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spelling cern-10509182019-09-30T06:29:59Zdoi:10.1016/0010-4655(74)90091-5http://cds.cern.ch/record/1050918engSchorr, BPrograms for the Landau and the Vavilov distributions and the corresponding random numbersMathematical Physics and MathematicsComputing and ComputersThe Landau and the Vavilov distributions are used to describe the energy loss of charged particles traversing a thin layer of matter. For Monto Carlo simulations it is of particular interest to have a random number generator for these distributions. Fourier series are used to approximate the probability density functions, the cumulative distribution functions and the inverses of the conditional distribution functions. Theoretical considerations, together with numerical tests, show that in the case of the densities and the distribution functions three to five significant digits are obtained. In the case of the inverses of the conditional distribution functions three significant figures are obtained almost everywhere, except near the end points of the interval, where a relative error of up to 5-6% may sometimes occur.CERN-DD-73-26oai:cds.cern.ch:10509181973-08-01
spellingShingle Mathematical Physics and Mathematics
Computing and Computers
Schorr, B
Programs for the Landau and the Vavilov distributions and the corresponding random numbers
title Programs for the Landau and the Vavilov distributions and the corresponding random numbers
title_full Programs for the Landau and the Vavilov distributions and the corresponding random numbers
title_fullStr Programs for the Landau and the Vavilov distributions and the corresponding random numbers
title_full_unstemmed Programs for the Landau and the Vavilov distributions and the corresponding random numbers
title_short Programs for the Landau and the Vavilov distributions and the corresponding random numbers
title_sort programs for the landau and the vavilov distributions and the corresponding random numbers
topic Mathematical Physics and Mathematics
Computing and Computers
url https://dx.doi.org/10.1016/0010-4655(74)90091-5
http://cds.cern.ch/record/1050918
work_keys_str_mv AT schorrb programsforthelandauandthevavilovdistributionsandthecorrespondingrandomnumbers