Comparison of some instrumental variable methods - consistency and accuracy aspects
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Publication:1148270
DOI10.1016/0005-1098(81)90087-XzbMath0451.93026OpenAlexW2079080277MaRDI QIDQ1148270
Petre Stoica, Torsten Söderström
Publication date: 1981
Published in: Automatica (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/0005-1098(81)90087-x
System identification (93B30) Estimation and detection in stochastic control theory (93E10) Probabilistic games; gambling (91A60)
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Cites Work
- A theoretical analysis of recursive identification methods
- A survey of model reference adaptive techniques - theory and applications
- Optimal instrumental variable multistep algorithms for estimation of the AR parameters of an ARMA process
- Strongly consistent parameter estimation by the introduction of strong instrumental variables
- Uniqueness of the maximum likelihood estimates of the parameters of an ARMA model
- On the asymptotic normality of instrumental variable and least squares estimators
- A bootstrap method for the statistical estimation of model parameters†
- On-Line Identification in an Unknown Stochastic Environment
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