## Quantifying input uncertainty in an assemble-to-order system simulation with correlated input variables of mixed types

- Alp Akcay, Bahar Biller
- Proceedings of the Winter Simulation Conference…
- 2014

Highly Influenced

@article{Barton2010AFF, title={A framework for input uncertainty analysis}, author={Russell R. Barton and Barry L. Nelson and Wei Xie}, journal={Proceedings of the 2010 Winter Simulation Conference}, year={2010}, pages={1189-1198} }

- Published 2010 in Proceedings of the 2010 Winter Simulation…

We consider the problem of producing confidence intervals for the mean response of a system represented by a stochastic simulation that is driven by input models that have been estimated from "real-world" data. Therefore, we want the confidence interval to account for both uncertainty about the input models and stochastic noise in the simulation output; standard practice only accounts for the stochastic noise. To achieve this goal we introduce metamodel-assisted bootstrapping, and illustrate… CONTINUE READING

Highly Cited

This paper has 22 citations. REVIEW CITATIONS

16 Citations

5 References

Similar Papers

Showing 1-5 of 5 references

Highly Influential

Highly Influential

Highly Influential

Highly Influential

Highly Influential