CRAN/E | mgcViz

mgcViz

Visualisations for Generalized Additive Models

Installation

About

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'.

Citation mgcViz citation info
github.com/mfasiolo/mgcViz
Bug report File report

Key Metrics

Version 0.1.11
R ≥ 3.4
Published 2023-10-06 174 days ago
Needs compilation? no
License GPL-3
CRAN checks mgcViz results

Downloads

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Last 7 days 534 -6%
Last 30 days 2.411 -12%
Last 90 days 10.795 +38%
Last 365 days 30.227 +0%

Maintainer

Maintainer

Matteo Fasiolo

matteo.fasiolo@gmail.com

Authors

Matteo Fasiolo

aut / cre

Raphael Nedellec

aut

Yannig Goude

ctb

Christian Capezza

ctb

Simon N. Wood

ctb

Material

Reference manual
Package source

Vignettes

mgcViz_vignette

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

mgcViz archive

Depends

R ≥ 3.4
mgcv ≥ 1.8-28
qgam ≥ 1.2.3
ggplot2

Imports

gamm4
matrixStats
viridis
GGally
KernSmooth
gridExtra
plyr
shiny
miniUI

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