Interval Analysis for Guaranteed Nonlinear Parameter Estimation
Michel Kieffer, E. Walter · Contributions to statistics · 1998
Estimating the parameters of nonlinear models from experimental data often involves optimizing nonconvex cost functions. This introductory paper illustrates how interval analysis can be used to perform this task in a guaranteed way, in contrast with the usual local iterative methods.