A Package to Visualize Linear Models Features and Play with Them

Contains three shiny applications. Two are meant to explore linear model inference feature through simulation. The third is a game to learn interpreting diagnostic plots.


lmviz

lmviz contains three shiny apps: two are meant to explore linear model inference feature through simulation; the third is a game to learn interpreting diagnostic plots.

Installation

lmviz is available on CRAN, install with

install.packages("lmviz")

Example

The shiny apps are called by the following R functions

library(lmviz)
SimpleLM()
BadLM()
QuizResidual()

News

Reference manual

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install.packages("lmviz")

0.1.2 by Francesco Pauli, a month ago


Browse source code at https://github.com/cran/lmviz


Authors: Francesco Pauli (see file LICENSEMEDIA for credits on sounds and images)


Documentation:   PDF Manual  


GPL-3 license


Imports shiny, shinyjs, lmtest, mgcv, methods


See at CRAN