Last data update: 2014.03.03

R: Multiple Regression Assumption Checking
assumptions_checkR Documentation

Multiple Regression Assumption Checking

Description

Multiple Regression Assumption Checking

Usage

assumptions_check(model)

Arguments

model

A lm model object. run_model automatically calls this function for the model with all blocks of predictors included.

Details

Creates objects related to multiple regression assumption checking. These objects are used by model_output to produce readable output.

Examples

freeny_model_formulas <- create_formula_objects("y", c("lag.quarterly.revenue")
, c("price.index"))
freeny_models <- create_model_objects(freeny_model_formulas,
dataset = freeny)
freeny_model <- freeny_models[[length(freeny_models)]]
assumptions_check(freeny_model)

Results


R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(AutoModel)
> png(filename="/home/ddbj/snapshot/RGM3/R_CC/result/AutoModel/assumptions_check.Rd_%03d_medium.png", width=480, height=480)
> ### Name: assumptions_check
> ### Title: Multiple Regression Assumption Checking
> ### Aliases: assumptions_check
> 
> ### ** Examples
> 
> freeny_model_formulas <- create_formula_objects("y", c("lag.quarterly.revenue")
+ , c("price.index"))
> freeny_models <- create_model_objects(freeny_model_formulas,
+ dataset = freeny)
> freeny_model <- freeny_models[[length(freeny_models)]]
> assumptions_check(freeny_model)
> 
> 
> 
> 
> 
> dev.off()
null device 
          1 
>