[S3 method] Summarize the results for the FMAT.

Summarize the results of Log Probability Ratio (LPR), which indicates the relative (vs. absolute) association between concepts.

Usage

# S3 method for class 'fmat'
summary(
  object,
  mask.pair = TRUE,
  target.pair = TRUE,
  attrib.pair = TRUE,
  warning = TRUE,
  ...
)

Arguments

object: A data.table (class fmat) returned from FMAT_run().
mask.pair, target.pair, attrib.pair: Pairwise contrast of [MASK], TARGET, ATTRIB? Defaults to TRUE.
warning: Alert warning of out-of-vocabulary word(s)? Defaults to TRUE.
...: Other arguments (currently not used).

Value

A data.table of the summarized results with Log Probability Ratio (LPR).

Details

The LPR of just one contrast (e.g., only between a pair of attributes) may not be sufficient for a proper interpretation of the results, and may further require a second contrast (e.g., between a pair of targets).

Users are suggested to use linear mixed models (with the R packages nlme or lme4/lmerTest) to perform the formal analyses and hypothesis tests based on the LPR.

Examples