Package: CompMix 1.1.0
CompMix: A Comprehensive Toolkit for Environmental Mixtures Analysis
Quantitative characterization of the health impacts associated with exposure to chemical mixtures has received considerable attention in current environmental and epidemiological studies. 'CompMix' package allows practitioners to estimate the health impacts from exposure to chemical mixtures data through various statistical approaches, including Lasso, Elastic net, Bayesian kernel machine regression (BKMR), hierNet, Quantile g-computation, Weighted quantile sum (WQS) and Random forest. Methods and recommendations are described in Hao et al. (2025) <doi:10.1289/EHP15305>.
Authors:
CompMix_1.1.0.tar.gz
CompMix_1.1.0.tar.gz(r-4.7-any)CompMix_1.1.0.tar.gz(r-4.6-any)
CompMix_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
CompMix/json (API)
| # Install 'CompMix' in R: |
| install.packages('CompMix', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:ced1cbab48. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 197 | ||
| source / vignettes | OK | 224 | ||
| linux-release-x86_64 | OK | 211 | ||
| wasm-release | OK | 190 |
Exports:Comp.Mixlmi_simul_datsimul_x_block
Dependencies:abindAERarmbackportsbase64encbitopsbkmrbookdownbootbroombslibcachemcarcarDatacaToolsclicodacodetoolscolorspacecommonmarkcowplotcpp11cvAUCdata.tableDerivdigestdoBydotCall64dplyrevaluatefarverfastmapfieldsfontawesomeforeachforecastFormulafracdifffsfuturefuture.applygamgenericsggplot2ggrepelglmnetglobalsgluegmmgplotsgridExtragridSVGgtablegtoolsgWQShierNethighrhtmltoolshttpuvisobanditeratorsjquerylibjsonlitekableExtraKernSmoothknitrlabelinglaterlatticelifecyclelistenvlme4lmtestmagrittrmapsMASSMatrixMatrixModelsmemoisemgcvmimeminqamodelrmvtnormnlmenloptrnnetnnlsnumDerivotelparallellypbkrtestpillarpkgconfigplotROCplyrpROCpromisespsclpurrrqgcompquantregR6randomForestrappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasreshape2rlangrlistrmarkdownROCRrootSolverstudioapiS7sandwichsassscalesshapeshinysourcetoolsspamSparseMstringistringrSuperLearnersurvivalsvglitesystemfontstextshapingtibbletidyrtidyselecttimeDatetinytextmvtnormtruncnormurcautf8vctrsviridisLitewithrxfunXMLxml2xtableyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| A comprehensive toolkit for environmental mixtures analysis | Comp.Mix |
| Simulate data from linear model with interactions | lmi_simul_dat |
| Simulate covariate matrix with block structure | simul_x_block |
