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r/r-quantreggrowth

r-quantreggrowth

Anaconda Verified

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. 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> for some code examples.

Installation

To install this package, run one of the following:

Conda
$conda install r::r-quantreggrowth

Usage Tracking

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Downloads (Last 6 months): 0

About

Summary

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. 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> for some code examples.

Last Updated

Jun 27, 2022 at 20:08

License

GPL-3

Total Downloads

271

Version Downloads

65

Supported Platforms

noarch

Home

https://CRAN.R-project.org/package=quantregGrowth