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Create a table of estimates for specific levels of a main effect

emmean_main_effects.Rd

This function is a wrapper for using [emmeans::emmeans()] to examine just the levels of one main effect from a more complicated model. It relabels some of the columns for easier use in visualizations.

Usage

emmean_main_effects(.obj, .field)

Arguments

.obj

`<obj>` a model or [emmeans::emmGrid] object to analyze

.field

`<chr>` the name of the main effect to analyze

Value

`<tbl>` a data frame with as many rows as there are levels of `.field` and eight columns

`.field`

`<chr>` the levels of the main effect

emmean

`<dbl>` the marginal mean for that level of the effect

SE

`<dbl>` the standard error of the marginal mean

df

`<int>` the estimated degrees of freedom for the t test

lower.CL

`<dbl>` the lower bound of the 95% confidence interval

upper.CL

`<dbl>` the upper bound of the 95% confidence interval

`$t_{df}$`

`<dbl>` the t statistic for this estimate, with df in the name.

`$p$-value`

`<dbl>` the p-value of the t test for this effect

See also

[emmeans::emmeans()]