scree.boot: Generate a Screeplot with Bias Corrected Bootstrap Confidence...

Description Usage Arguments Value Examples

View source: R/PCAplots.R

Description

Generate a Screeplot with Bias Corrected Bootstrap Confidence Intervals

Usage

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scree.boot(
  data,
  level = 0.95,
  nsamp = 500,
  method = c("cor", "cov"),
  parallel = TRUE,
  ncores = 3
)

Arguments

data

a data frame or matrix of numeric variables

level

the confidence level. defaults to 0.95.

nsamp

number of bootstrap samples. defaults to 500.

method

should the eigenvalues come from the correlation or covariance matrix? one of "cor" (the default) or "cov"

parallel

whether multiple cores should be used for the boostrap analysis. defaults to TRUE.

ncores

the number of cores to utilize for parallel processing. defaults to 3.

Value

a plot

Examples

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scree.boot(diabetes[,-2])

abnormally-distributed/cvreg documentation built on May 3, 2020, 3:45 p.m.