DocumentCode :
2165544
Title :
Simulation output analysis based on excursions
Author :
Calvin, James M.
Author_Institution :
Dept. of Comput. Sci., New Jersey Inst. of Technol., Newark, NJ, USA
Volume :
1
fYear :
2004
fDate :
5-8 Dec. 2004
Lastpage :
684
Abstract :
We consider the steady state output analysis problem for a process that satisfies a functional central limit theorem. We construct asymptotically valid confidence intervals for the steady-state mean using normalized excursions of the simulated process. An alternative approach splits the output at the last zero crossing of the normalized path. The methods use a bounded memory of size determined by the user.
Keywords :
simulation; stochastic processes; time series; confidence interval; functional central limit theorem; normalized excursion; simulation output analysis; Analytical models; Computational modeling; Computer science; Convergence; Discrete event simulation; Optimization methods; Resumes; Statistics; Steady-state; Stochastic processes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Simulation Conference, 2004. Proceedings of the 2004 Winter
Print_ISBN :
0-7803-8786-4
Type :
conf
DOI :
10.1109/WSC.2004.1371376
Filename :
1371376
Link To Document :
بازگشت