Package: autogam 0.0.1.20241004
autogam: Automate the Creation of Generalized Additive Models (GAMs)
This wrapper package for 'mgcv' makes it easier to create high-performing Generalized Additive Models (GAMs). With its central function autogam(), by entering just a dataset and the name of the outcome column as inputs, 'AutoGAM' tries to automate the procedure of configuring a highly accurate GAM which performs at reasonably high speed, even for large datasets.
Authors:
autogam_0.0.1.20241004.tar.gz
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autogam_0.0.1.20241004.tgz(r-4.4-any)autogam_0.0.1.20241004.tgz(r-4.3-any)
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autogam.pdf |autogam.html✨
autogam/json (API)
NEWS
| # Install 'autogam' in R: |
| install.packages('autogam', repos = c('https://tripartio.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tripartio/autogam/issues
Last updated 2 months agofrom:af5ee7d07d. Checks:OK: 6 ERROR: 1. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 03 2024 |
| R-4.5-win | OK | Nov 03 2024 |
| R-4.5-linux | OK | Nov 03 2024 |
| R-4.4-win | OK | Nov 03 2024 |
| R-4.4-mac | OK | Nov 03 2024 |
| R-4.3-win | OK | Nov 03 2024 |
| R-4.3-mac | ERROR | Nov 03 2024 |
Exports:autogamsmooth_formula_string
Dependencies:abindactuaraleassertthatbackportsbootbroomcarcarDataclicodetoolscolorspacecorrplotcowplotcpp11cvarDerivdigestdoBydplyrellipsisexpintextraDistrfansifarverfastICAfBasicsfGarchFormulafurrrfuturegbutilsgenericsggplot2ggpubrggrepelggsciggsignifglobalsgluegridExtragssgtableinsightisobandlabelinglatticelifecyclelistenvlme4logitnormmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmunsellnakagaminlmenloptrnnetnumDerivparallellypbkrtestpillarpkgconfigpolynomprogressrpurrrquantregR6rbibutilsRColorBrewerRcppRcppEigenRdpackrlangrstatixscalesSparseMspatialstablediststaccuracystringistringrsurvivaltibbletidyrtidyselecttimeDatetimeSeriesunivariateMLutf8vctrsviridisLitewithryaImpute
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Automate the creation of a Generalized Additive Model (GAM) | autogam |
| Generic autogam methods passed on to mgcv::gam methods | anova.autogam autogam generic methods coef.autogam cooks.distance.autogam formula.autogam influence.autogam logLik.autogam model.matrix.autogam predict.autogam residuals.autogam vcov.autogam |
| Plot Method for autogam Objects | plot.autogam |
| Print Method for autogam Objects | print.autogam |
| Create a character string for a mgcv::gam formula | smooth_formula_string |
| Summary Method for autogam Objects | summary.autogam |
