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A Novel Credibility Quantification Method for Welch's Periodogram Analysis Result in Model Validation
2018
Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016
unpublished
Welch's periodogram is widely used in frequency domain model validation. However, Welch's analysis results just reveals whether the time series passed the consistency test in each discrete frequency point, which is not a quantitative credibility evaluation result and may not help the evaluation expert to grade credibility level of simulation system. Based on Welch's periodogram and consistency test approach, a novel credibility quantification method using weight density function is proposed.
doi:10.3384/ecp17142783
fatcat:ngxvtquvp5fzzbazhfy5dujjxu