Variance-based sampling for simulating cycle time - throughput curves using simulation-based estimates.
John W. FowlerSonia E. LeachGerald T. MackulakBarry L. NelsonPublished in: J. Simulation (2008)
Keyphrases
- unbiased estimator
- low variance
- response time
- estimation error
- importance sampling
- variance reduction
- monte carlo
- sampling strategy
- covariance matrix
- random sampling
- correlation coefficient
- generalization error
- sampling strategies
- prediction error
- curve matching
- allocation scheme
- least squares
- sample size
- curve fitting
- resource utilization
- sampling methods
- markov chain monte carlo
- standard deviation
- real valued
- b spline