DocumentCode
2614719
Title
Statistical analysis of simulation output: State of the art
Author
Alexopoulos, Christos
Author_Institution
Georgia Inst. of Technol., Atlanta
fYear
2007
fDate
9-12 Dec. 2007
Firstpage
150
Lastpage
161
Abstract
This paper reviews statistical methods for analyzing output data from computer simulations. Specifically, it focuses on the estimation of steady-state system parameters. The estimation techniques include the replication/deletion approach, the regenerative method, the batch means method, and methods based on standardized time series.
Keywords
digital simulation; parameter estimation; statistical analysis; batch means method; computer simulations; estimation techniques; regenerative method; statistical analysis; steady-state system parameter estimation; Analytical models; Computational modeling; Costs; Data analysis; Parameter estimation; Statistical analysis; Steady-state; System performance; Systems engineering and theory; Tin;
fLanguage
English
Publisher
ieee
Conference_Titel
Simulation Conference, 2007 Winter
Conference_Location
Washington, DC
Print_ISBN
978-1-4244-1306-5
Electronic_ISBN
978-1-4244-1306-5
Type
conf
DOI
10.1109/WSC.2007.4419597
Filename
4419597
Link To Document