tidy_model_expressions {statsExpressions} | R Documentation |
Expressions with statistics for tidy regression data frames
Description
Expressions with statistics for tidy regression data frames
Usage
tidy_model_expressions(
data,
statistic = NULL,
digits = 2L,
effsize.type = "omega",
...
)
Arguments
data |
A tidy data frame from regression model object (see
|
statistic |
Which statistic is to be displayed (either |
digits |
Number of digits for rounding or significant figures. May also
be |
effsize.type |
Type of effect size needed for parametric tests. The
argument can be |
... |
Currently ignored. |
Details
When any of the necessary numeric column values (estimate
, statistic
,
p.value
) are missing, for these rows, a NULL
is returned instead of an
expression with empty strings.
Citation
Patil, I., (2021). statsExpressions: R Package for Tidy Dataframes and Expressions with Statistical Details. Journal of Open Source Software, 6(61), 3236, https://doi.org/10.21105/joss.03236
Note
This is an experimental function and may change in the future. Please do not use it yet in your workflow.
Examples
# setup
set.seed(123)
library(statsExpressions)
# extract a tidy data frame
df <- tidy_model_parameters(lm(wt ~ am * cyl, mtcars))
# create a column containing expression; the expression will depend on `statistic`
tidy_model_expressions(df, statistic = "t")
tidy_model_expressions(df, statistic = "z")
tidy_model_expressions(df, statistic = "chi")