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quantregGrowth  

Non-Crossing Additive Regression Quantiles and Non-Parametric Growth Charts
View on CRAN: Click here


Download and install quantregGrowth package within the R console
Install from CRAN:
install.packages("quantregGrowth")

Install from Github:
library("remotes")
install_github("cran/quantregGrowth")

Install by package version:
library("remotes")
install_version("quantregGrowth", "1.7-1")



Attach the package and use:
library("quantregGrowth")
Maintained by
Vito M. R. Muggeo
[Scholar Profile | Author Map]
First Published: 2013-01-10
Latest Update: 2023-07-06
Description:
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) . Monotonicity and concavity constraints on the fitted curves are allowed, see Muggeo and others (2013) , and also or some code examples.
How to cite:
Vito M. R. Muggeo (2013). quantregGrowth: Non-Crossing Additive Regression Quantiles and Non-Parametric Growth Charts. R package version 1.7-1, https://cran.r-project.org/web/packages/quantregGrowth. Accessed 07 Apr. 2025.
Previous versions and publish date:
0.1-1 (2013-01-10 17:40), 0.1-2 (2013-10-29 10:13), 0.1-3 (2014-07-02 18:37), 0.3-0 (2014-07-25 15:45), 0.3-1 (2015-06-23 15:07), 0.3-2 (2016-09-20 13:01), 0.4-0 (2018-03-06 16:45), 0.4-1 (2018-05-16 15:33), 0.4-2 (2018-05-21 17:55), 0.4-3 (2018-09-20 18:30), 1.0-0 (2021-02-26 14:50), 1.1-0 (2021-03-27 09:40), 1.2-0 (2021-05-05 13:40), 1.2-1 (2021-05-12 17:50), 1.3-0 (2021-06-11 18:10), 1.3-1 (2021-10-22 10:00), 1.4-0 (2021-11-10 09:10), 1.5-0 (2023-03-25 01:00), 1.6-0 (2023-04-04 14:20), 1.6-1 (2023-04-14 11:00), 1.6-2 (2023-05-25 18:00), 1.7-0 (2023-07-06 13:30)
Other packages that cited quantregGrowth R package
View quantregGrowth citation profile
Other R packages that quantregGrowth depends, imports, suggests or enhances
Complete documentation for quantregGrowth
Functions, R codes and Examples using the quantregGrowth R package
Some associated functions: SiChildren . charts . gcrq . growthData . logLik.gcrq . ncross.rq.fitXB . plot.gcrq . predict.gcrq . print.gcrq . ps . quantregGrowth-package . summary.gcrq . vcov.gcrq . 
Some associated R codes: AIC.gcrq.R . charts.R . gcrq.rq.cv.R . logLik.gcrq.R . ncross.rq.fitX.R . plot.gcrq.R . predict.gcrq.R . print.gcrq.R . ps.R . summary.gcrq.R .  Full quantregGrowth package functions and examples
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