Sensitivity Analysis for Regularized Estimation in Some System Identification Problems

DOI10.1137/0912068zbMath0737.65093OpenAlexW2164434395MaRDI QIDQ3982104

Finbarr O'Sullivan

Publication date: 26 June 1992

Published in: SIAM Journal on Scientific and Statistical Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1137/0912068

zbMATH Keywords

identificationsensitivity analysisparallelismGauss-Newton algorithmcross validationparabolic diffusion equationill-posed inverse problemshyperbolic wave equationinterval estimatesresolution analysisregularization estimatorsconstrained nonlinear regularizationnonlinear nonparametric regression

Mathematics Subject Classification ID

General nonlinear regression (62J02) Inverse problems for PDEs (35R30) Wave equation (35L05) Applications to the sciences (65Z05) Initial value problems for second-order parabolic equations (35K15) Probabilistic methods, stochastic differential equations (65C99)

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