Package: mosaicModel 0.3.0
mosaicModel: An Interface to Statistical Modeling Independent of Model Architecture
Provides functions for evaluating, displaying, and interpreting statistical models. The goal is to abstract the operations on models from the particular architecture of the model. For instance, calculating effect sizes rather than looking at coefficients. The package includes interfaces to both regression and classification architectures, including lm(), glm(), rlm() in 'MASS', random forests and recursive partitioning, k-nearest neighbors, linear and quadratic discriminant analysis, and models produced by the 'caret' package's train(). It's straightforward to add in other other model architectures.
Authors:
mosaicModel_0.3.0.tar.gz
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mosaicModel.pdf |mosaicModel.html✨
mosaicModel/json (API)
# Install 'mosaicModel' in R: |
install.packages('mosaicModel', repos = c('https://dtkaplan.r-universe.dev', 'https://cloud.r-project.org')) |
- AARP - Prices for life insurance
- Alder - Nitrogen fixing by alder plants
- Birth_weight - Birth weights and maternal data
- College_grades - Grades at a small college
- Crime - Data from the US FBI Uniform Crime Report, 1960
- HDD_Minneapolis - Heating degree days in Minneapolis, Minnesota, USA
- Houses_for_sale - Houses for sale
- Mussels - Metabolism of zebra mussels
- NCI60_snippet - Gene expression in cancer cells.
- Oil_history - Historical production of crude oil, worldwide 1880-2014
- Runners - Performance of runners in a ten-mile race as they age
- School_data - Simulated data bearing on school vouchers
- Tadpoles - Swimming speed of tadpoles.
- Trucking_jobs - Earnings of workers at a trucking company.
- Used_Fords - Prices of used Ford automobiles in 2009
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 7 years agofrom:daff68592d. Checks:OK: 1 NOTE: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 27 2024 |
R-4.5-win | NOTE | Oct 27 2024 |
R-4.5-linux | NOTE | Oct 27 2024 |
R-4.4-win | NOTE | Oct 27 2024 |
R-4.4-mac | NOTE | Oct 27 2024 |
R-4.3-win | NOTE | Oct 27 2024 |
R-4.3-mac | NOTE | Oct 27 2024 |
Exports:ci.meanci.medianci.proportionci.sdcollinearityconstruct_fitting_callcoveragedata_from_moddf_countsdf_propsdf_typicalformula_from_modmod_cvmod_effectmod_ensemblemod_errormod_evalmod_eval_funmod_funmod_plotproportion
Dependencies:askpassbackportsbase64encbitbit64blobbriobroombslibcachemcallrcaretcellrangerclassclicliprclockcodetoolscolorspaceconflictedcpp11crayoncurldata.tableDBIdbplyrdescdiagramdiffobjdigestdplyrdtplyre1071evaluatefansifarverfastmapfontawesomeforcatsforeachfsfuturefuture.applygarglegenericsggformulaggplot2ggridgesglobalsgluegoogledrivegooglesheets4gowergtablehardhathavenhighrhmshtmltoolshttridsipredisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglabelledlatticelavalazyevallifecyclelistenvlubridatemagrittrMASSMatrixmemoisemgcvmimeModelMetricsmodelrmosaicCoremunsellnlmennetnumDerivopensslparallellypillarpkgbuildpkgconfigpkgloadplyrpraiseprettyunitspROCprocessxprodlimprogressprogressrproxypspurrrR6raggrappdirsRColorBrewerRcppreadrreadxlrecipesrematchrematch2reprexreshape2rlangrmarkdownrpartrprojrootrstudioapirvestsassscalesselectrshapeSQUAREMstringistringrsurvivalsyssystemfontstestthattextshapingtibbletidyrtidyselecttidyversetimechangetimeDatetinytextzdbutf8uuidvctrsviridisLitevroomwaldowithrxfunxml2yaml