summary.fmat: [S3 method] Summarize the results for the FMAT.

In FMAT: The Fill-Mask Association Test

[S3 method] Summarize the results for the FMAT.

Description

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

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.

Usage

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

Arguments

object	A data.table (of new 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).

See Also

FMAT_run

Examples

# see examples in `FMAT_run`

FMAT documentation built on Sept. 11, 2024, 8:28 p.m.