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Resampling methods of analysis in simulation studies

Resampling methods of analysis in simulation studies
Resampling methods of analysis in simulation studies
This is an introductory tutorial on the statistical analysis of simulation output, but focusing on the (elementary) use of resam-pling, and related computer intensive techniques. The aspects covered are (i) input modeling (ii) output analysis (iii) model validation and (iv) model building and selection. The presentation will be very practically oriented including a fair number of real-time spreadsheet demonstrations. The demonstration worksheets will be made freely available online, and participants are actively encouraged to download them to try out the methods in their own simulations
978-1-4244-5770-0
45-59
Institute of Electrical and Electronics Engineers
Cheng, Russell C.H.
a4296b4e-7693-4e5f-b3d5-27b617bb9d67
Currie, Christine S.M.
dcfd0972-1b42-4fac-8a67-0258cfdeb55a
Cheng, Russell C.H.
a4296b4e-7693-4e5f-b3d5-27b617bb9d67
Currie, Christine S.M.
dcfd0972-1b42-4fac-8a67-0258cfdeb55a

Cheng, Russell C.H. and Currie, Christine S.M. (2009) Resampling methods of analysis in simulation studies. In Proceedings of the 2009 Winter Simulation Conference. Institute of Electrical and Electronics Engineers. pp. 45-59 . (doi:10.1109/WSC.2009.5429319).

Record type: Conference or Workshop Item (Paper)

Abstract

This is an introductory tutorial on the statistical analysis of simulation output, but focusing on the (elementary) use of resam-pling, and related computer intensive techniques. The aspects covered are (i) input modeling (ii) output analysis (iii) model validation and (iv) model building and selection. The presentation will be very practically oriented including a fair number of real-time spreadsheet demonstrations. The demonstration worksheets will be made freely available online, and participants are actively encouraged to download them to try out the methods in their own simulations

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More information

Published date: December 2009
Venue - Dates: Winter Simulation Conference 2009, United States, 2009-12-13 - 2009-12-16
Organisations: Operational Research

Identifiers

Local EPrints ID: 181407
URI: https://eprints.soton.ac.uk/id/eprint/181407
ISBN: 978-1-4244-5770-0
PURE UUID: bdce8fcf-a9f9-4090-9668-929ec3afe427
ORCID for Christine S.M. Currie: ORCID iD orcid.org/0000-0002-7016-3652

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Date deposited: 19 Apr 2011 08:34
Last modified: 20 Jul 2019 01:02

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