High-Performance Open-Source Archive
Quantile regression (QR) for Nonlinear Mixed-Effects Models via the asymmetric Laplace distribution (ALD). It uses the Stochastic Approximation of the EM (SAEM) algorithm for deriving exact maximum likelihood estimates and full inference result is for the fixed-effects and variance components. It also provides prediction and graphical summaries for assessing the algorithm convergence and fitting results.
| Version: | 4.0 |
| Imports: | mvtnorm, lqr, quantreg, psych, ald, progress |
| Published: | 2025-05-21 |
| DOI: | 10.32614/CRAN.package.qrNLMM |
| Author: | Christian E. Galarza [aut, cre], Victor H. Lachos [aut] |
| Maintainer: | Christian E. Galarza <cgalarza88 at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| In views: | MixedModels |
| CRAN checks: | qrNLMM results |
| Reference manual: | qrNLMM.html , qrNLMM.pdf |
| Package source: | qrNLMM_4.0.tar.gz |
| Windows binaries: | r-devel: qrNLMM_4.0.zip, r-release: qrNLMM_4.0.zip, r-oldrel: qrNLMM_4.0.zip |
| macOS binaries: | r-release (arm64): qrNLMM_4.0.tgz, r-oldrel (arm64): qrNLMM_4.0.tgz, r-release (x86_64): qrNLMM_4.0.tgz, r-oldrel (x86_64): qrNLMM_4.0.tgz |
| Old sources: | qrNLMM archive |
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