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Two-stage auxiliary model maximum likelihood least squares-based iterative estimation method for general stochastic multivariable systems

Qian Zhang, Ximei Liu

2025Journal of the Franklin Institute9 citationsDOI

Topics & Concepts

Multivariable calculusAutoregressive modelIterative methodIdentification (biology)Estimation theorySystem identificationMathematicsAlgorithmMaximum likelihoodMathematical optimizationComputer scienceMaximum likelihood sequence estimationPoint (geometry)Autoregressive–moving-average modelParameter identification problemEstimationExpectation–maximization algorithmControl theory (sociology)Point estimationApplied mathematicsSequential estimationStochastic approximationSequential analysisControl Systems and IdentificationAdvanced Adaptive Filtering TechniquesDirection-of-Arrival Estimation Techniques
Two-stage auxiliary model maximum likelihood least squares-based iterative estimation method for general stochastic multivariable systems | Litcius