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Fitting differential equation models to observed economic data—I. quasilinearization
Authors:Jay Helms  Harriet Kagiwada  Robert Kalaba  John Niedercorn
Institution:Department of Economics University of Southern California Los Angeles, California 90007, USA
Abstract:This paper discusses the fitting of differential equation models to economic data. In particular, it treats the problem of describing the growth of capital in terms of a differential equation containing several parameters. The parameters are to be estimated on the basis of data. This estimation problem is formulated as a nonlinear boundary value problem. The rapidly convergent successive approximation method of quasilinearization is described and applied. Representative results of numerical experiments are presented, showing the effectiveness of the approach. Suggestions for additional studies are made.
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