Robust EM kernel-based methods for linear system identification

A new look at the statistical model identification

Hirotugu Akaike · IEEE Transactions on Automatic Control · 1974 · 49.6K citations · Full text

Parameter Estimation, Engineering, Parameter Identification +16

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.2K citations

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System identification—Theory for the user

Naresh K. Sinha · Automatica · 1989 · 9.2K citations

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Solutions of Ill-Posed Problems.

John B. Bell, V. Y. Arsenin · Mathematics of Computation · 1978 · 8.2K citations

Numerical Analysis, Inverse Problems, Method Of Fundamental Solution +1

Robust Regression and Outlier Detection

Gregory F. Piepel, Peter J. Rousseeuw, Annick M. Leroy · Technometrics · 1989 · 6.2K citations

Anomaly Detection, Engineering, Data Science +13