An improved two-step simulation test method for simulation results

  • Fengchun Lin*
  • , Huimin Fu
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

On the basis of the primary two-step simulation test method for simulation results by Fu and Lin (2007), an improvement is presented to increase test precision, particularly when several values of test statistic calculated by simulation samples in the second step simulation appear to be equal to the value calculated by experiment samples. As well as the primary method, the presented method can test simulation results of multiple populations (states), and it can be applied to normal, nonnormal and unknown distributions. The detailed procedures are given for standard deviation and mean simulation results respectively.

Original languageEnglish
Title of host publicationProceedings of 2009 8th International Conference on Reliability, Maintainability and Safety, ICRMS 2009
Pages868-873
Number of pages6
DOIs
StatePublished - 2009
Event2009 8th International Conference on Reliability, Maintainability and Safety, ICRMS 2009 - Chengdu, China
Duration: 20 Jul 200924 Jul 2009

Publication series

NameProceedings of 2009 8th International Conference on Reliability, Maintainability and Safety, ICRMS 2009

Conference

Conference2009 8th International Conference on Reliability, Maintainability and Safety, ICRMS 2009
Country/TerritoryChina
CityChengdu
Period20/07/0924/07/09

Keywords

  • Model validation
  • Simulation
  • Small sample
  • Test
  • Two-step simulation method

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