Other packages > Find by keyword >

mgcViz  

Visualisations for Generalized Additive Models
View on CRAN: Click here


Download and install mgcViz package within the R console
Install from CRAN:
install.packages("mgcViz")

Install from Github:
library("remotes")
install_github("cran/mgcViz")

Install by package version:
library("remotes")
install_version("mgcViz", "0.1.11")



Attach the package and use:
library("mgcViz")
Maintained by
Matteo Fasiolo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-06-30
Latest Update: 2023-10-06
Description:
Extension of the 'mgcv' package, providing visual tools for Generalized Additive Models that exploit the additive structure of such models, scale to large data sets and can be used in conjunction with a wide range of response distributions. The focus is providing visual methods for better understanding the model output and for aiding model checking and development beyond simple exponential family regression. The graphical framework is based on the layering system provided by 'ggplot2'.
How to cite:
Matteo Fasiolo (2018). mgcViz: Visualisations for Generalized Additive Models. R package version 0.1.11, https://cran.r-project.org/web/packages/mgcViz. Accessed 01 Feb. 2025.
Previous versions and publish date:
0.1.1 (2018-06-30 19:19), 0.1.3 (2019-01-23 16:10), 0.1.4 (2019-06-07 18:50), 0.1.6 (2020-03-04 16:10), 0.1.8 (2021-08-22 01:40), 0.1.9 (2021-10-05 09:10)
Other packages that cited mgcViz R package
View mgcViz citation profile
Other R packages that mgcViz depends, imports, suggests or enhances
Complete documentation for mgcViz
Functions, R codes and Examples using the mgcViz R package
Some associated functions: ALE.gam . ALE . check.gamViz . check0D . check1D . check2D . fix.family.cdf . gamV . gammV . getGam . getViz . gridPrint . l_bound . l_ciBar . l_ciLine . l_ciPoly . l_clusterLine . l_coordContour . l_dens1D . l_dens2D . l_densCheck . l_fitBar . l_fitContour . l_fitDens . l_fitLine . l_fitPoints . l_fitRaster . l_glyphs2D . l_gridCheck1D . l_gridCheck2D . l_gridQCheck1D . l_gridQCheck2D . l_hist . l_points . l_poly . l_pvContour . l_pvRaster . l_rug . l_simLine . l_vline . listLayers . mqgamV . plot.ALE1D . plot.fs.interaction.1D . plot.gamViz . plot.mgamViz . plot.mgcv.smooth.1D . plot.mgcv.smooth.2D . plot.mgcv.smooth.MD . plot.mrf.smooth . plot.ptermFactor . plot.ptermInteraction . plot.ptermNumeric . plot.random.effect . plot.sos.smooth . plotDiff.mgcv.smooth.1D . plotDiff.mgcv.smooth.2D . plotDiff . plotDiff.sos.smooth . plotRGL.mgcv.smooth.2D . plotRGL.mgcv.smooth.MD . plotRGL . plotSlice . postSim . print.checkGam . print.plotGam . print.plotSmooth . print.qqGam . pterm . qgamV . qq.gamViz . qq . qqplots . residuals.gamViz . shine . shine.qqGam . simulate.gam . sm . zoom . zoom.qqGam . zto1 . 
Some associated R codes: ALE_gam.R . I_argMaster.R . I_argSetup.R . I_compute_qq_gam.R . I_createP.R . I_detNumPages.R . I_discretize_qq_gam.R . I_extractSeveralEffects.R . I_fastKernDens.R . I_getDataTypeY.R . I_getGlyData.R . I_getResTypeAndMethod.R . I_getresidualsTransformSubsample.R . I_initialize.R . I_jacobian_wrap.R . I_lolaxy.R . I_mapVarClass.R . I_multinomJacobian.R . I_plotDiffFit.R . I_plot_qq_gam.R . I_prepare.mgcv.smooth.R . I_prepareInnerSI.R . I_prepareNested.R . I_prepareP.R . I_preparePlotSmooth1D.R . I_preparePlotSmooth2D.R . I_preparePlotSmoothMD.R . I_prepare_ALE.R . I_prepare_fs_interaction.R . I_prepare_mrf_smooth.R . I_prepare_random_effect.R . I_prepare_sos_smooth.R . I_repole.R . I_simpleCap.R . L_bound.R . L_ciBar.R . L_ciLine.R . L_ciPoly.R . L_clusterLine.R . L_coordContour.R . L_dens1D.R . L_dens2D.R . L_densCheck.R . L_fitBar.R . L_fitContour.R . L_fitDens.R . L_fitLine.R . L_fitPoints.R . L_fitRaster.R . L_glyphs2D.R . L_gridCheck1D.R . L_gridCheck2D.R . L_gridQCheck1D.R . L_hist.R . L_points.R . L_poly.R . L_pvContour.R . L_pvRaster.R . L_rug.R . L_simLine.R . L_vline.R . add.R . bamV.R . bin1D.R . check0D.R . check1D.R . check2D.R . check_gamViz.R . fix_family_cdf.R . gamV.R . gamm4V.R . gammV.R . generic_functions.R . getGam.R . getViz.R . gridPrint.R . l_gridQCheck2D.R . listLayers.R . mqgamV.R . plot.ptermInteraction.R . plot.ptermMatrixNumeric.R . plotDiff_mgcv_smooth_1D.R . plotDiff_mgcv_smooth_2D.R . plotDiff_sos_smooth.R . plotRGL_mgcv_smooth_2D.R . plotRGL_mgcv_smooth_MD.R . plotSlice.R . plot_ALE1D.R . plot_fs_interaction_1D.R . plot_gamViz.R . plot_mgamViz.R . plot_mgcv_smooth_1D.R . plot_mgcv_smooth_2D.R . plot_mgcv_smooth_MD.R . plot_mrf_smooth.R . plot_multi_mgcv_smooth_1D.R . plot_multi_mgcv_smooth_2D.R . plot_multi_ptermFactor.R . plot_multi_ptermInteraction.R . plot_multi_ptermLogical.R . plot_multi_ptermNumeric.R . plot_multi_random_effect.R . plot_ptermFactor.R . plot_ptermLogical.R . plot_ptermNumeric.R . plot_random_effect.R . plot_sos_smooth.R . postSim.R . print_checkGam.R . print_plotGam.R . print_plotSmooth.R . print_qq_gam.R . pterm.R . qgamV.R . qq_gamViz.R . qqplots.R . residuals_gamViz.R . shine.qqGam.R . simulate_gam.R . sm.R . utilities.R . zoom_qqGam.R . zzz.R .  Full mgcViz package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
longit  
High Dimensional Longitudinal Data Analysis Using MCMC
High dimensional longitudinal data analysis with Markov Chain Monte Carlo(MCMC). Currently support ...
Download / Learn more Package Citations See dependency  
tidyxl  
Read Untidy Excel Files
Imports non-tabular from Excel files into R.Exposes cell content, position and formatting in a tidy ...
Download / Learn more Package Citations See dependency  
extraoperators  
Extra Binary Relational and Logical Operators
Speed up common tasks, particularly logical or relational comparisons and routine follow up tasks s ...
Download / Learn more Package Citations See dependency  
bayesDP  
Implementation of the Bayesian Discount Prior Approach for Clinical Trials
Functions for data augmentation using the Bayesian discount prior method for single arm and two-arm ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA