Quantile regression (QR) for Linear 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 results for the fixed-effects and variance components. It also provides graphical summaries for assessing the algorithm convergence and fitting results.
| Version: | 2.3 |
| Imports: | mvtnorm, lqr, quantreg, psych, tcltk, ald |
| Published: | 2024-07-12 |
| DOI: | 10.32614/CRAN.package.qrLMM |
| Author: | Christian E. Galarza and Victor H. Lachos |
| Maintainer: | Christian E. Galarza <cgalarza88 at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| In views: | MixedModels |
| CRAN checks: | qrLMM results |
| Reference manual: | qrLMM.pdf |
| Package source: | qrLMM_2.3.tar.gz |
| Windows binaries: | r-devel: qrLMM_2.3.zip, r-release: qrLMM_2.3.zip, r-oldrel: qrLMM_2.3.zip |
| macOS binaries: | r-release (arm64): qrLMM_2.3.tgz, r-oldrel (arm64): qrLMM_2.3.tgz, r-release (x86_64): qrLMM_2.3.tgz, r-oldrel (x86_64): qrLMM_2.3.tgz |
| Old sources: | qrLMM archive |
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