tidy_lm_add_logical_significance

Source: R/tidy_lm_add_logical_significance.R

add a logical column of significance comparing p-values to alpha

tidy_lm_add_logical_significance(tidy_df, alpha = 0.05)

Arguments

tidy_df

a tidy table of lm results
alpha

= 0.05 (default). can specify another alpha value or a vector `c()` of alpha values

Value

logical column of significance (i.e., TRUE or FALSE) by comparing p to the cut-off alpha. this column is added to a tidy table of a lm result

Examples

packages <- c("broom", "bootPermBroom", "dplyr")
xfun::pkg_attach(packages, message = F, install = T)

lm(salary ~ sex, carData::Salaries) %>%
  tidy() %>%
  tidy_lm_add_logical_significance(., c("0.01", "0.05"))
#> # A tibble: 2 x 7
#>   term        estimate std.error statistic  p.value sig_thr_0.01 sig_thr_0.05
#>   <chr>          <dbl>     <dbl>     <dbl>    <dbl> <lgl>        <lgl>       
#> 1 (Intercept)  101002.     4809.     21.0  2.68e-66 FALSE        FALSE       
#> 2 sexMale       14088.     5065.      2.78 5.67e- 3 TRUE         TRUE