CRAN/E | qrNLMM

qrNLMM

Quantile Regression for Nonlinear Mixed-Effects Models

Installation

About

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 results for the fixed-effects and variance components. It also provides prediction and graphical summaries for assessing the algorithm convergence and fitting results.

Key Metrics

Version 3.3
Published 2022-08-18 623 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks qrNLMM results

Downloads

Yesterday 25 +150%
Last 7 days 106 +33%
Last 30 days 307 +6%
Last 90 days 859 -23%
Last 365 days 3.735 -5%

Maintainer

Maintainer

Christian E. Galarza

cgalarza88@gmail.com

Authors

Christian E. Galarza
Victor H. Lachos

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

qrNLMM archive

Imports

mvtnorm
lqr
quantreg
psych
ald
progress