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Fits non-crossing regression quantiles as a function of linear covariates and multiple smooth terms, including varying coefficients, via B-splines with L1-norm difference penalties. Random intercepts and variable selection are allowed via the lasso penalties. The smoothing parameters are estimated as part of the model fitting, see Muggeo and others (2021) <doi:10.1177/1471082X20929802>. Monotonicity and concavity constraints on the fitted curves are allowed, see Muggeo and others (2013) <doi:10.1007/s10651-012-0232-1>, and also <doi:10.13140/RG.2.2.12924.85122> or <doi:10.13140/RG.2.2.29306.21445> some code examples.
Version: | 1.7-1 |
Depends: | R (≥ 3.5.0), quantreg, splines, SparseM, methods |
Suggests: | knitr, rmarkdown, mgcv, markdown |
Published: | 2024-05-20 |
DOI: | 10.32614/CRAN.package.quantregGrowth |
Author: | Vito M. R. Muggeo |
Maintainer: | Vito M. R. Muggeo <vito.muggeo at unipa.it> |
License: | GPL-2 | GPL-3 [expanded from: GPL] |
NeedsCompilation: | no |
Citation: | quantregGrowth citation info |
Materials: | NEWS |
In views: | Environmetrics |
CRAN checks: | quantregGrowth results |
Reference manual: | quantregGrowth.pdf |
Vignettes: |
quantregGrowth: Non-crossing additive quantile regression for smooth and semiparametric models with focus on growth charts |
Package source: | quantregGrowth_1.7-1.tar.gz |
Windows binaries: | r-devel: quantregGrowth_1.7-1.zip, r-release: quantregGrowth_1.7-1.zip, r-oldrel: quantregGrowth_1.7-1.zip |
macOS binaries: | r-release (arm64): quantregGrowth_1.7-1.tgz, r-oldrel (arm64): quantregGrowth_1.7-1.tgz, r-release (x86_64): quantregGrowth_1.7-1.tgz, r-oldrel (x86_64): quantregGrowth_1.7-1.tgz |
Old sources: | quantregGrowth archive |
Reverse imports: | quantCurves |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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