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-4.7-arm64)nlmm_1.1.0.zip(r-4.6-x86_64)nlmm_1.1.0.zip(r-4.6-arm64)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 377 downloads 39 exports 34 dependencies

Last updated from:2c2767b7c5. Checks:13 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64WARNING128
linux-devel-x86_64WARNING174
source / vignettesOK217
linux-release-arm64WARNING135
linux-release-x86_64WARNING148
macos-release-arm64WARNING168
macos-release-x86_64WARNING304
macos-oldrel-arm64WARNING136
macos-oldrel-x86_64WARNING344
windows-devel-arm64WARNING463
windows-devel-x86_64WARNING186
windows-release-arm64WARNING396
windows-release-x86_64WARNING147
windows-oldrel-x86_64WARNING143
wasm-releaseOK111

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