Tidy function that returns a tidy data.frame of model results and allows filtering to relevant coefficients. The function will attempt to tidy model objects even when they do not have a tidy method available. For best results, first load the broom package via library(broom).
Arguments
- fit
A model fit, as returned by a modeling function like lm, glm, or estimatr::lm_robust.
- term
A character vector of the terms that represent quantities of interest, i.e., "Z". If FALSE, return the first non-intercept term; if TRUE return all terms.
Examples
fit <- lm(mpg ~ hp + disp + cyl, data = mtcars)
tidy_try(fit)
#> # A tibble: 4 × 7
#> term estimate std.error statistic p.value conf.low conf.high
#> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
#> 1 (Intercept) 34.2 2.59 13.2 1.54e-13 28.9 39.5
#> 2 hp -0.0147 0.0147 -1.00 3.25e- 1 -0.0447 0.0153
#> 3 disp -0.0188 0.0104 -1.81 8.09e- 2 -0.0401 0.00247
#> 4 cyl -1.23 0.797 -1.54 1.35e- 1 -2.86 0.406