Synopsis
This book offers a solution to nonlinear least squares problems, an important technique for obtaining the most likely parameters in a model from experimental data. The approach outlined in this book separates the parameters into linear and non-linear, iterating only on the latter. This technique is advantageous over traditional methods, as it does not require initial guesses for linear parameters, typically improves convergence properties, and simplifies the coding required. The book provides a thorough exploration of the variable-separable nonlinear regression program VARPRO, which implements this technique. Extensive statistical diagnostics and plotting capabilities are also covered, aiding users in assessing the accuracy of their model fits. The book's insights will be valuable to scientists, engineers, and statisticians working with real-world modeling problems.
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An Interactive Nonlinear Least Squares Program (Classic Reprint)
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Paperback. Condition: New. Print on Demand. This book offers a solution to nonlinear least squares problems, an important technique for obtaining the most likely parameters in a model from experimental data. The approach outlined in this book separates the parameters into linear and non-linear, iterating only on the latter. This technique is advantageous over traditional methods, as it does not require initial guesses for linear parameters, typically improves convergence properties, and simplifies the coding required. The book provides a thorough exploration of the variable-separable nonlinear regression program VARPRO, which implements this technique. Extensive statistical diagnostics and plotting capabilities are also covered, aiding users in assessing the accuracy of their model fits. The book's insights will be valuable to scientists, engineers, and statisticians working with real-world modeling problems. This book is a reproduction of an important historical work, digitally reconstructed using state-of-the-art technology to preserve the original format. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in the book. print-on-demand item. Seller Inventory # 9781528018906_0
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An Interactive Nonlinear Least Squares Program (Classic Reprint)
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PAP. Condition: New. New Book. Shipped from UK. Established seller since 2000. Seller Inventory # LX-9781528018906
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