quantregGrowth: Growth Charts via Smooth Regression Quantiles with Automatic Smoothness Estimation and Additive Terms

Fits non-crossing regression quantiles as a function of linear covariates and multiple smooth terms via B-splines with L1-norm difference penalties. The smoothing parameters are estimated as part of the model fitting. Monotonicity and concavity constraints on the fitted curves are allowed. See Muggeo, Sciandra, Tomasello and Calvo (2013) <doi:10.1007/s10651-012-0232-1> and <doi:10.13140/RG.2.2.12924.85122> for some code examples. Smoothing parameter selection with additive terms is discussed in Muggeo and others (2020) <doi:10.1177/1471082X20929802>.

Package details

AuthorVito M. R. Muggeo [aut, cre] (<https://orcid.org/0000-0002-3386-4054>)
MaintainerVito M. R. Muggeo <vito.muggeo@unipa.it>
LicenseGPL
Version1.0-0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("quantregGrowth")

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quantregGrowth documentation built on Feb. 26, 2021, 5:07 p.m.