Items for "sensitivity matrices"

Standard errors and confidence intervals in inverse problems: sensitivity and associated pitfalls

We review the asymptotic theory for standard errors in classical ordinary least squares (OLS) inverse or parameter estimation problems involving general nonlinear dynamical systems where sensitivity matrices can be used to compute the asymptotic covariance matrices...

Keywords: inverse problems, standard errors, dynamical systems, parameter estimation, sensitivity matrices, asymptotic theory