Advances and selected recent developments in state and parameter estimation

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 50.3K citations

Engineering, High-dimensional Method, Robust Modeling +14

An Algorithm for Least-Squares Estimation of Nonlinear Parameters

Donald W. Marquardt · Journal of the Society for Industrial and Applied Mathematics · 1963 · 30.1K citations

Parameter Estimation, Engineering, Nonlinear Optimization +17

Principal Component Analysis

Colin Goodall, Ian T. Jolliffe · Technometrics · 1988 · 8.7K citations

Latent Modeling, Engineering, Multivariate Analysis +15

Linear system theory and design

Stephen M. Barnett · Automatica · 1986 · 3.7K citations

Linear System Theory, Systems Engineering, Linear System +2

An introduction to observers

David G. Luenberger · IEEE Transactions on Automatic Control · 1971 · 2.6K citations

Linear Functional Observers, Engineering, State Observer +10