plot.yai {yaImpute}R Documentation

Plot observed verses imputed data

Description

Provides a matrix of plots of observed verses imputed values for variables in an object created by impute.yai, which are of class c("impute.yai","data.frame").

Usage

## S3 method for class 'yai':
plot(x,vars=NULL,pointColor=1,lineColor=2,spineColor=NULL,residual=FALSE,...)

Arguments

x (1) a data frame created by impute.yai, or (2) an object created by yai.
vars a list of variable names you want to include, if NULL all available Y-variables are included.
pointColor a color vector for the xy plots (continuous variables).
lineColor a color 1:1 lines in xy plots.
spineColor a color vector for the spine plots (factors), one value per level.
residual plots in a residual format (observed-imputed over imputed).
... passed to called functions.

Author(s)

Nicholas L. Crookston ncrookston@fs.fed.us
Andrew O. Finley finleya@msu.edu

Examples

require(yaImpute)

data(iris)

# form some test data
refs=sample(rownames(iris),50)
x <- iris[,1:3]      # Sepal.Length Sepal.Width Petal.Length
y <- iris[refs,4:5]  # Petal.Width Species

mal <- yai(x=x,y=y,method="mahalanobis")
malImp=impute(mal,newdata=iris)
plot(malImp)


[Package yaImpute version 1.0-8 Index]