A COMPARATIVE-STUDY FOR THE ESTIMATION OF PARAMETERS IN NONLINEAR MODELS

Authors
KUMAR K ALSALEH MA
Citation
K. Kumar et Ma. Alsaleh, A COMPARATIVE-STUDY FOR THE ESTIMATION OF PARAMETERS IN NONLINEAR MODELS, Applied mathematics and computation, 77(2-3), 1996, pp. 179-183
Citations number
7
Categorie Soggetti
Mathematics,Mathematics
Journal title
Applied mathematics and computation → ACNP
ISSN journal
00963003
Volume
77
Issue
2-3
Year of publication
1996
Pages
179 - 183
Database
ISI
SICI code
0096-3003(1996)77:2-3<179:ACFTEO>2.0.ZU;2-9
Abstract
The most commonly used numerical optimization techniques include the m ethods of Gauss-Newton, Newton-Raphson, gradient methods; including me thods of steepest ascent and descent, and Marquardt algorithm. Kumar [ 1] has recently proposed a new technique based on optimum exponential regression. Another noniterative procedure proposed in this paper is b ased on the principle of internal regression. In this paper! we have c ompared these methods using real data sets.