plot.mxFDA {mxfda}

Plot mxFDA object

Description

Plot mxFDA object

Usage

## S3 method for class 'mxFDA'
plot(x, filter_cols = NULL, ...)

Arguments

x

object of class mxFDA to be plotted

filter_cols

column key to filter

...

additional paramters including y, what, and sampleID to inform whats to be plotted

Details

If there are multiple metrics that are included in the derived table, an extra parameter filter_cols in the format of c(Derived_Column = "Level_to_Filter") will return curves from the Derived_Column with the level Level_to_Filter

When plotting mFPCA objects, additional arguments level1 and level2 help indicate which FPCA from level 1 and level 2 to plot

Value

object of class ggplot compatible the ggplot2 aesthetics

Author(s)

Alex Soupir [e-mail]

Examples

#set seed
set.seed(333)
#plotting summary
data("ovarian_FDA")
plot(ovarian_FDA, y = 'fundiff', what = 'uni g')
#running fpca
ovarian_FDA = run_fpca(ovarian_FDA, metric = "uni g", r = "r", value = "fundiff",
                       lightweight = TRUE,
                       pve = .99)
#plot fpca
plot(ovarian_FDA, what = 'uni g fpca', pc_choice = 1)