Package: nlmm 1.1.0

nlmm: Generalized Laplace Mixed-Effects Models

Provides functions to fit linear mixed models based on convolutions of the generalized Laplace (GL) distribution. The GL mixed-effects model includes four special cases with normal random effects and normal errors (NN), normal random effects and Laplace errors (NL), Laplace random effects and normal errors (LN), and Laplace random effects and Laplace errors (LL). The methods are described in Geraci and Farcomeni (2020, Statistical Methods in Medical Research) <doi:10.1177/0962280220903763>.

Authors:Marco Geraci [aut, cph, cre], Alessio Farcomeni [ctb]

nlmm_1.1.0.tar.gz
nlmm_1.1.0.zip(r-4.7-x86_64)nlmm_1.1.0.zip(r-4.6-x86_64)nlmm_1.1.0.zip(r-4.5-x86_64)
nlmm_1.1.0.tgz(r-4.6-x86_64)nlmm_1.1.0.tgz(r-4.6-arm64)nlmm_1.1.0.tgz(r-4.5-x86_64)nlmm_1.1.0.tgz(r-4.5-arm64)
nlmm_1.1.0.tar.gz(r-4.7-arm64)nlmm_1.1.0.tar.gz(r-4.7-x86_64)nlmm_1.1.0.tar.gz(r-4.6-arm64)nlmm_1.1.0.tar.gz(r-4.6-x86_64)
nlmm_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
nlmm/json (API)

# Install 'nlmm' in R:
install.packages('nlmm', repos = c('https://marco-geraci.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/marco-geraci/nlmm/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:
  • rats - Growth curves

On CRAN:

Conda:

openblascpp

2.70 score 289 downloads 39 exports 34 dependencies

Last updated from:2c2767b7c5. Checks:11 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64WARNING193
linux-devel-x86_64WARNING139
source / vignettesOK202
linux-release-arm64WARNING200
linux-release-x86_64WARNING177
macos-release-arm64WARNING139
macos-release-x86_64WARNING260
macos-oldrel-arm64WARNING155
macos-oldrel-x86_64WARNING272
windows-develWARNING171
windows-releaseWARNING138
windows-oldrelWARNING185
wasm-releaseOK143

Exports:AIC.nlmmC_llC_wdensgldgldldmaldmglfixeffixef.nlmmgenerate.datagenerate.designgenerate.distlme2nlmmloglik_alpha_nlmmloglik_nlmmlogLik.nlmmlrt_nlmmnlmmnlmmControlpchibarsqpglpredict.nlmmprint.lrt_nlmmprint.nlmmprint.summary.nlmmqglranefranef.nlmmresiduals.nlmmrglrlrmalrmglsummary.nlmmVarCorrVarCorr.nlmmVchibarsqvcov.nlmmwchibarsq

Dependencies:BHbootconquercorpcorcrscubatureFormulaglmxgslgtoolsKernSmoothlatticelmtestlqmmMASSMatrixMatrixModelsmatrixStatsmvtnormnlmenpnumDerivQtoolsquadprogquantdrquantregRcppRcppArmadillosandwichSparseGridSparseMstatmodsurvivalzoo