Virtual Statistics in Simulation via k Nearest Neighbors

DOI10.1287/ijoc.2018.0839zbMath1451.90048OpenAlexW2945935565MaRDI QIDQ5139615

Yujing Lin, Barry L. Nelson, Linda Pei

Publication date: 9 December 2020

Published in: INFORMS Journal on Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1287/ijoc.2018.0839

zbMATH Keywords

statisticsnonstationary queuessimulation, statistical analysis

Mathematics Subject Classification ID

Queues and service in operations research (90B22) Mathematical modeling or simulation for problems pertaining to operations research and mathematical programming (90-10)

Related Items (2)

Statistical Tests for Cross-Validation of Kriging Models ⋮ Fourier trajectory analysis for system discrimination

Cites Work

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• Consistency for cross-validated nearest neighbor estimates in nonparametric regression
• Nonstationary queues with interrupted Poisson arrivals and unreliable/repairable servers
• On the almost everywhere convergence of nonparametric regression function estimates
• Probability essentials.
• The Pht/Pht/∞ Queueing System: Part I—The Single Node
• Strong Laws of Large Numbers and Nonparametric Estimation
• Poisson Arrivals See Time Averages
• Virtual Measures: A Variance Reduction Technique for Simulation
• The elements of statistical learning. Data mining, inference, and prediction

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