SummaryTable: Create a summary table of Mplus model statistics

In MplusAutomation: An R Package for Facilitating Large-Scale Latent Variable Analyses in Mplus

Create a summary table of Mplus model statistics

Description

Creates output (optionally sent to a file) containing a summary table of model fit statistics extracted using the extractModelSummaries function. By default, the following summary statistics are included: Title, LL, Parameters, AIC, AICC, BIC, RMSEA_Estimate, but these are customizable using the keepCols and dropCols parameters.

Usage

SummaryTable(
  modelList,
  type = c("none", "screen", "popup", "html", "latex", "markdown"),
  filename = "",
  keepCols,
  dropCols,
  sortBy = NULL,
  caption = "",
  display = FALSE,
  ...,
  include.rownames = FALSE
)

Arguments

modelList	A list of models returned from the extractModelSummaries function.
type	A character vector indicating the type of output format to be generated. One of: “none”, “screen”, “popup”, “html”, “latex”, or “markdown”. Screen results in a simple summary table being sent to the R console.
filename	The name of the file to be created. Can be an absolute or relative path. If filename is a relative path or just the filename, then it is assumed that the file resides in the working directory getwd(). Example: "Mplus Summary.html". By default, no filename is given, which results in the output being sent to the console. Note that currently, filename only has an effect for “html” and “latex”.
keepCols	A vector of character strings indicating which columns/variables to display in the summary. Only columns included in this list will be displayed (all others excluded). By default, keepCols is: c("Title", "LL", "Parameters", "AIC", "AICC", "BIC", "RMSEA_Estimate"). Example: c("Title", "LL", "AIC", "CFI")
dropCols	A vector of character strings indicating which columns/variables to omit from the summary. Any column not included in this list will be displayed. By default, dropCols is NULL. Example: c("InputInstructions", "TLI")
sortBy	optional. Field name (as character string) by which to sort the table. Typically an information criterion (e.g., "AIC" or "BIC") is used to sort the table. Defaults to NULL, which does not sort the table.
caption	A character string, the caption to be given to the table. Currently only applies to types “html”, “latex”, and “markdown”.
display	optional logical (defaults to FALSE). This parameter specifies whether to display the table upon creation (TRUE or FALSE).
include.rownames	optional logical whether to include rownames or not.
...	additional arguments passed on to specific formatting types.

Value

Invisibly returns the summary table, which can be used if the printing options avaiable are not sufficient.

Note

You must choose between keepCols and dropCols because it is not sensible to use these together to include and exclude columns. The function will error if you include both parameters.

Author(s)

Joshua F. Wiley based on code by Michael Hallquist

See Also

extractModelSummaries

Examples

## Not run: 
 m1 <- mplusObject(TITLE = "Reduced",
  MODEL = "mpg ON wt;", rdata = mtcars)
 m1.fit <- mplusModeler(m1, "mtcars.dat", run = 1L)
 m2 <- mplusObject(TITLE = "Full",
  MODEL = "mpg ON wt hp qsec;", rdata = mtcars)
 m2.fit <- mplusModeler(m2, "mtcars.dat", run = 1L)

 SummaryTable(list(m1.fit, m2.fit))
 SummaryTable(list(m1.fit, m2.fit), type = "popup")
 SummaryTable(list(m1.fit, m2.fit), type = "markdown",
   keepCols = c("Title", "Parameters", "LL", "AIC", "CFI", "SRMR"),
   caption = "Table of Model Fit Statistics",
   split.tables = 200)

 # remove files
 unlink("mtcars.dat")
 unlink("mtcars.inp")
 unlink("mtcars.out")
 unlink("Mplus Run Models.log")
 closeAllConnections()

## End(Not run)

MplusAutomation documentation built on May 29, 2024, 5:29 a.m.