Statistical design and analysis

W. David Kelton

95 citations0/0 files storedWinter Simulation Conference

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Simulation Techniques and Applications Optimal Experimental Design Methods Modeling and Simulation Systems

Abstract

After a general simulation model is built, coded, verified, and validated, it is used to learn about the system(s) under study, requiring careful prior design of the runs and appropriate analysis of their output. This paper surveys methods for effective and efficient design and analysis of simulation experiments.

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References

1979Statistics for Experimenters 1978Statistics for experimenters. An introduction to design, data analysis, and model building.1940Degrees of freedom.1985Statistical Design Applied to Product Design 1981Tables for Normal Tolerance Limits, Sampling Plans and Screening 1978Pseudorandom Number Assignment in Statistically Designed Simulation and Distribution Sampling Experiments 1980Statistical Analysis of Simulation Output Data

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2016The influence of gender and gender typicality on autobiographical memory across event types and age groups 1990Probabilistic Simulation Studies for Repetitive Construction Processes

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