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qrNLMM

Quantile Regression for Nonlinear Mixed-Effects Models

v4.0 · May 21, 2025 · GPL (>= 2)

Description

Quantile regression (QR) for Nonlinear Mixed-Effects Models via the asymmetric Laplace distribution (ALD). It uses the Stochastic Approximation of the EM (SAEM) algorithm for deriving exact maximum likelihood estimates and full inference result is for the fixed-effects and variance components. It also provides prediction and graphical summaries for assessing the algorithm convergence and fitting results.

Downloads

CRAN

639

Last 30 days

5357th

2K

Last 90 days

7.6K

Last year

Trend: +3.9% (30d vs prior 30d)

r2u CRAN

0

Last 30 days

27

Last 90 days

99

Last year

Trend: -100% (30d vs prior 30d)

autoCRAN

0

Last 7 days

10

Last 30 days

0

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
NOTE 12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 8, 2026
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Christian E. Galarza <cgalarza88@gmail.com>’

Reading Rd files failed with message:
  cannot open the connection
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Code

Structure

Lines of code

2,513

Files

15

Compiled share

0%

Has compiled src

No

Language breakdown

R 1,650 (65.7%)Docs 863 (34.3%)

API

Exported functions

4

Internal functions

16

Testing & CI

Has tests

No

Test-to-code ratio

0.00

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

50%

\dontrun example ratio

100%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

No

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

0%

Unsafe pattern score

21

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

System requirements

C++ standard

License

GPL (>= 2)

License flags

SPDX valid, OSI approved

History

Versions

13

First release

2015-01-30

Latest release

2025-05-21

Avg cadence

277 days

Cold removal rate

Dep drift

5

LOC over versions

v1.0: 1,441 LOCv1.2: 1,451 LOCv1.3: 1,453 LOCv1.4: 1,470 LOCv2.0: 1,470 LOCv2.1: 1,526 LOCv2.2: 1,551 LOCv3.0: 2,476 LOCv3.1: 2,484 LOCv3.2: 2,484 LOCv3.3: 2,483 LOCv3.4: 2,494 LOCv4.0: 2,513 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Dependency Network

Dependencies Reverse dependencies mvtnorm lqr quantreg psych ald progress qrNLMM

Version History

14 tracked
new 4.0 Mar 10, 2026
updated 4.0 ← 3.4 diff May 20, 2025
updated 3.4 ← 3.3 diff Jul 11, 2024
updated 3.3 ← 3.2 diff Aug 17, 2022
updated 3.2 ← 3.1 diff Nov 25, 2021
updated 3.1 ← 3.0 diff Sep 25, 2021
updated 3.0 ← 2.2 diff Sep 20, 2021
updated 2.2 ← 2.1 diff Jun 16, 2021
updated 2.1 ← 2.0 diff May 19, 2021
updated 2.0 ← 1.4 diff Jan 9, 2020
updated 1.4 ← 1.3 diff Mar 20, 2017
updated 1.3 ← 1.2 diff Jun 5, 2016
updated 1.2 ← 1.0 diff May 8, 2016
new 1.0 Feb 15, 2015