eta.cov.GOF {nonmem2R} | R Documentation |
Covariate and pairs ETA GOFs
Description
ETA's vs numerical covariates (eta.cov.GOF) and ETA's vs categorical covariates GOF plots on multiple or single pages with reflines, data smoother, and caption added as reurned by get.caption.
eta.pairs.GOF provides a pairs plot of all ETA's.
Usage
eta.cov.GOF(
data,
covariates = c("AGE", "BWT"),
ETA.subset = NULL,
exclude.zero.ETA = FALSE,
title = "",
drop.fixed = TRUE,
id.column = "ID",
standardize = TRUE,
refline = TRUE,
type = c("all-in-one", "covariate-by-page", "eta-by-page"),
layout = c("ETAbyROW", "ETAbyCOL"),
add.loess = TRUE,
control = GOF.control()
)
eta.cat.GOF(
data,
covariates = c("SEXM"),
ETA.subset = NULL,
exclude.zero.ETA = FALSE,
title = "",
drop.fixed = TRUE,
id.column = "ID",
standardize = TRUE,
refline = TRUE,
type = c("all-in-one", "covariate-by-page", "eta-by-page"),
layout = c("ETAbyROW", "ETAbyCOL"),
add.points = TRUE,
control = GOF.control()
)
eta.pairs.GOF(
data,
ETA.subset = NULL,
title = "",
drop.fixed = TRUE,
id.column = "ID",
density2D = c("none", "upper", "lower"),
standardize = TRUE,
control = GOF.control()
)
Arguments
data |
data.frame to plot |
covariates |
covariates, list of character strings |
ETA.subset |
index for subset of ETA's to plot. If NULL (default) all ETA's are plotted. |
exclude.zero.ETA |
If set to TRUE any ETA==0 is excluded before plotting. This option is useful if the model have full shrinkage for subset of individuals e.g. for ETA on ED50 in patents on placebo or on dose==0. |
title |
title |
drop.fixed |
drop ETA's that are fixed, i.e. any ETA with the same value in all subjects |
id.column |
column name that indicate subject identifier |
standardize |
Standardize all ETA's (e.g. scale to unit variance) |
refline |
add reference line (default =TRUE) or not (FALSE) |
type |
do all ETA's and covariates on one page (all-in-one), one page for each covariate (covariate-by-page), or one page for each ETA (eta-by-page) |
layout |
Layout for ETA's and covariates |
add.loess |
add loess smoother to plot (TRUE), or not (FALSE) |
control |
an optional list of control settings. See GOF.control for the names of the settable control values and their effect. |
add.points |
add jittered points of data (TRUE), or not (FALSE) |
density2D |
add 2D-density above (upper) or below (lower), or don't add (none) |
Examples
# Get path to the example files included in nonmem2R package
file1 <- system.file("extdata", "sdtab999", package = "nonmem2R")
sdtab<-read.table(file=file1,skip=1,header=TRUE)
set.script.name("MyScript.R")
eta.cov.GOF(sdtab,covariates=c("AGE","BWT"))
# Get path to the example files included in nonmem2R package
file1 <- system.file("extdata", "sdtab999", package = "nonmem2R")
sdtab<-read.table(file=file1,skip=1,header=TRUE)
set.script.name("MyScript.R")
eta.cat.GOF(sdtab,covariates=c("SEXM"))
# Get path to the example files included in nonmem2R package
file1 <- system.file("extdata", "sdtab999", package = "nonmem2R")
sdtab<-read.table(file=file1,skip=1,header=TRUE)
set.script.name("MyScript.R")
eta.pairs.GOF(sdtab)