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Provides tools for flexible non-linear least squares model fitting using general-purpose optimization techniques. The package supports a variety of optimization algorithms, including those provided by the 'optimx' package, making it suitable for handling complex non-linear models. Features include parallel processing support via the 'future' and 'foreach' packages, comprehensive model diagnostics, and visualization capabilities. Implements methods described in Nash and Varadhan (2011, <doi:10.18637/jss.v043.i09>).
Package details |
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Author | Johan Aparicio [cre, aut], Jeffrey Endelman [aut], University of Wisconsin Madison [cph] |
Maintainer | Johan Aparicio <aparicioarce@wisc.edu> |
License | MIT + file LICENSE |
Version | 1.2.0 |
URL | https://apariciojohan.github.io/flexFitR/ https://github.com/AparicioJohan/flexFitR |
Package repository | View on CRAN |
Installation |
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