Title :
A Comprehensive Review of Methods for Simulation Output Analysis
Author :
Alexopoulos, Christos
Author_Institution :
Sch. of Ind. & Syst. Eng., Georgia Inst. of Technol., Atlanta, GA
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; statistical analysis; batch means method; regenerative method; replication/deletion approach; simulation output analysis; standardized time series; statistical methods; steady-state system parameters; Analytical models; Computational modeling; Data analysis; Parameter estimation; Random variables; Statistical analysis; Steady-state; System performance; Systems engineering and theory; Tin;
Conference_Titel :
Simulation Conference, 2006. WSC 06. Proceedings of the Winter
Conference_Location :
Monterey, CA
Print_ISBN :
1-4244-0500-9
Electronic_ISBN :
1-4244-0501-7
DOI :
10.1109/WSC.2006.323070
