Non-Crossing Additive Regression Quantiles and Non-Parametric Growth Charts
Overview
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.
- bug fixs: with several linear terms, noncrossing constraints could not work (thanks to Ben Sherwood for reporting)
From NEWS in the release
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-06-08
- WARNING12 OK, 1 WARNING2026-06-07
- OK14 OK2026-03-10
Documentation
- Help pages
- 13includes a package overview page
- Examples that run
- 18%2 run in a plain check · 3 never run · 6 hold no code
- Exported functions with examples
- 80%
- Documented parameters
- 64%
- Return-value docs
- 90%
- Help pages citing references
- 92%
Downloads
Dependencies
Installing quantregGrowth adds 3 packages (2 with compiled code, 1.4 MB of source tarballs). Heaviest: quantreg 903 KB, SparseM 540 KB, MatrixModels 24 KB.
Code & Tests
Datasets
People & History
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- RR 4.6.0 released · 2026-04-24
- 1.7-2Latest
- RR 4.5.0 released · 2025-04-11
- 1.7-12024-05-20 · diff ↗
- RR 4.4.0 released · 2024-04-24
- 1.7-0
- 1.6-22023-05-25 · diff ↗
- RR 4.3.0 released · 2023-04-21
- 1.6-12023-04-14 · diff ↗
- 1.6-02023-04-04 · diff ↗
- 1.5-02023-03-25 · diff ↗
- RR 4.2.0 released · 2022-04-22
- 1.4-02021-11-10 · diff ↗
- 1.3-12021-10-22 · diff ↗
- 1.3-0
- RR 4.1.0 released · 2021-05-18
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- 1.2-12021-05-12 · diff ↗
- 1.2-0
- 1.1-02021-03-27 · diff ↗
- 1.0-02021-02-26 · diff ↗
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- 0.4-32018-09-20 · diff ↗
- 0.4-22018-05-21 · diff ↗
- 0.4-12018-05-16 · diff ↗
- RR 3.5.0 released · 2018-04-23
- 0.4-0
- RR 3.4.0 released · 2017-04-21
- 0.3-22016-09-20 · diff ↗
- RR 3.3.0 released · 2016-05-03
- 0.3-12015-06-23 · diff ↗
- RR 3.2.0 released · 2015-04-16
- 0.3-0
- 0.1-32014-07-02 · diff ↗
- RR 3.1.0 released · 2014-04-10
- 0.1-22013-10-29 · diff ↗
- RR 3.0.0 released · 2013-04-03
- 0.1-12013-01-10
- RR 2.15.0 released · 2012-03-30
Package metadata
- First published
- 2013-01-10
- Total releases
- 24 / 13 yrs
- License
- GPL
- Minimum R
- ≥ 3.5.0
- Bundled data
- 7.9 KB / 2 files
- Download size
- 175 KB
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