Nonlinearity, scale, and sensitivity for parameter estimation problems: some implications for estimation algorithms

摘要

Both sensitivity and nonlinearity are important for the efficiency of an estimation algorithm. Knowledge of a general nature on sensitivity and/or nonlinearity for some class of models can perhaps be utilized to improve the estimation efficiency for this class.