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tidymodels / broom

Convert statistical analysis objects from R into tidy format
https://broom.tidymodels.org
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Request for broom to work with mediation package #185

Closed douglas24 closed 5 years ago

douglas24 commented 7 years ago

I would like to request that broom be able to work with the summary() function in the mediation package so that broom's tidy function will work with it.

IndrajeetPatil commented 5 years ago

This is already supported in broom-

library(mediation)
#> Loading required package: MASS
#> Loading required package: Matrix
#> Loading required package: mvtnorm
#> Loading required package: sandwich
#> mediation: Causal Mediation Analysis
#> Version: 4.4.6
library(broom)
data(jobs)

b <- lm(job_seek ~ treat + econ_hard + sex + age, data = jobs)
c <- lm(depress2 ~ treat + job_seek + econ_hard + sex + age, data = jobs)
mod <- mediate(b, c, sims = 50, treat = "treat", mediator = "job_seek")

tidy(mod)
#> # A tibble: 4 x 4
#>   term   estimate std.error p.value
#>   <chr>     <dbl>     <dbl>   <dbl>
#> 1 acme_0  -0.0131   0.00943    0.12
#> 2 acme_1  -0.0131   0.00943    0.12
#> 3 ade_0   -0.0444   0.0397     0.36
#> 4 ade_1   -0.0444   0.0397     0.36
tidy(summary(mod))
#> # A tibble: 4 x 4
#>   term   estimate std.error p.value
#>   <chr>     <dbl>     <dbl>   <dbl>
#> 1 acme_0  -0.0131   0.00943    0.12
#> 2 acme_1  -0.0131   0.00943    0.12
#> 3 ade_0   -0.0444   0.0397     0.36
#> 4 ade_1   -0.0444   0.0397     0.36

Created on 2019-03-10 by the reprex package (v0.2.1.9000)

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github-actions[bot] commented 3 years ago

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