insight (version 0.6.0)

get_statistic: Get statistic associated with estimates

Description

Returns the statistic (t, z, ...) for model estimates. In most cases, this is the related column from coef(summary()).

Usage

get_statistic(x, ...)
# S3 method for default
get_statistic(x, column_index = 3, ...)
# S3 method for glmmTMB
get_statistic(x, component = c("all", "conditional",
  "zi", "zero_inflated"), ...)

Arguments

x

A model.

...

Currently not used.

column_index

For model objects that have no defined get_statistic() method yet, the default method is called. This method tries to extract the statistic column from coef(summary()), where the index of the column that is being pulled is column_index. Defaults to 3, which is the default statistic column for most models' summary-output.

component

Should all parameters, parameters for the conditional model, or for the zero-inflated part of the model be returned? Applies to models with zero-inflated component. component may be one of "conditional", "zi", "zero-inflated" or "all" (default). May be abbreviated.

Value

A data frame with the model's parameter names and the related test statistic.

Examples

# NOT RUN {
data(mtcars)
m <- lm(mpg ~ wt + cyl + vs, data = mtcars)
get_statistic(m)
# }