qrNLMM (version 3.3)

Quantile Regression for Nonlinear Mixed-Effects Models

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

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Install

install.packages('qrNLMM')

Monthly Downloads

253

Version

3.3

License

GPL (>= 2)

Last Published

August 18th, 2022

Functions in qrNLMM (3.3)