Title :
Interval estimation using replication/deletion and MSER truncation
Author :
Sánchez, Paul J. ; White, K. Preston, Jr.
Author_Institution :
Oper. Res. Dept., Naval Postgrad. Sch., Monterey, CA, USA
Abstract :
This paper addresses the construction of a consistent interval estimator for the steady-state mean within a replication/deletion framework for output analysis when MSER truncation is applied. Because the MSER truncation point is a random variable, the truncated output sequences for each replication typically are unequal in length. A weighting scheme is applied to the replication means to correct for unequal sample sizes, as is standard in ANOVA. A numerical example is provided to illustrate the procedure and consequences.
Keywords :
estimation theory; queueing theory; simulation; statistical analysis; ANOVA; MSER truncation point; interval estimation; random variable; replication-deletion framework; steady-state simulation; truncated output sequences; Correlation; Educational institutions; Estimation; Modeling; Steady-state; Time series analysis; Transient analysis;
Conference_Titel :
Simulation Conference (WSC), Proceedings of the 2011 Winter
Conference_Location :
Phoenix, AZ
Print_ISBN :
978-1-4577-2108-3
Electronic_ISBN :
0891-7736
DOI :
10.1109/WSC.2011.6147778