carelessReport {ufs} | R Documentation |
This function wraps functions from the careless
package
to help inspect and diagnose careless participants. It is
optimized for using in R Markdown files.
carelessReport( data, items = names(data), nFlags = 1, flagUnivar = 0.99, flagMultivar = 0.95, irvSplit = 4, headingLevel = 3, datasetName = NULL, responseTime = NULL, headingSuffix = " {.tabset}", digits = 2, missingSymbol = "Missing" )
data |
The dataframe. |
items |
The items to look at. |
nFlags |
How many indicators need to be flagged for a participant to be considered suspect. |
flagUnivar |
How extreme a score has to be for it to be flagged as suspicous univariately. |
flagMultivar |
This has not been implemented yet. |
irvSplit |
Whether to split for the IRV, and if so, in how many parts. |
headingLevel |
The level of the heading in Markdown (the
number of |
datasetName |
The name of the dataset to display (to override, if desired). |
responseTime |
If not |
headingSuffix |
The suffix to include; by default, set such that the individual participants IRP plots are placed in separate tabs. |
digits |
The number of digits to round to. |
missingSymbol |
How to represent missing values. |
NULL, invisibly; and prints the report.
### Get the BFI data taken from the `psych` package dat <- ufs::bfi; ### Get the variable names for the regular items bfiVars <- setdiff(names(dat), c("gender", "education", "age")); ### Inspect suspect participants, very conservatively to ### limit the output (these are 2800 participants). carelessReport(data = dat, items = bfiVars, nFlags = 5);