Outliers Detection for response time data
Usage
check_outliers_rt(
x,
method = c("transform", "z_score", "cutoff"),
threshold = NULL
)
Arguments
- x
A vector of input reaction time data.
- method
The method used to detect outliers. If set to
"transform"
, a square root transformation is applied to the data before applying"z_score"
method outlier detection, see Cousineau & Chartier (2010). If set to"z_score"
, any value with absolute z-score larger thanthreshold
is considered as outlier. If set to"cutoff"
, the any value out ofthreshold
range is considered as outlier.- threshold
The threshold for determining whether a value is outlier or not. For
"transform"
and"z_score"
method, the default is2.5
. For"cutoff"
method, the default isc(0.2, Inf)
.