Created
November 16, 2023 21:48
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stacked regression model tables using modelsummary and kableextra
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library(tidyverse) | |
library(modelsummary) | |
library(kableExtra) | |
model_am1 = mtcars %>% | |
filter(am == 1) %>% | |
lm(mpg ~ wt, data = .) | |
model_am0 = mtcars %>% | |
filter(am == 0) %>% | |
lm(mpg ~ wt, data = .) | |
model_am1_hp = mtcars %>% | |
filter(am == 1) %>% | |
lm(mpg ~ wt + hp, data = .) | |
model_am0_hp = mtcars %>% | |
filter(am == 0) %>% | |
lm(mpg ~ wt + hp, data = .) | |
models <- list( | |
list(model_am1, model_am0), | |
list(model_am1_hp, model_am0_hp) | |
) | |
modelsummary( | |
models, | |
shape = "rcollapse", | |
gof_map = "nobs", | |
coef_map = "wt", | |
output = "data.frame" | |
) %>% | |
rename(row_names = 1) %>% | |
mutate(row_names = if_else(row_number() == 1, "No controls", row_names)) %>% | |
mutate(row_names = if_else(row_number() == 3, "Additional controls", row_names)) %>% | |
kbl(booktabs = T, format = "latex", col.names = NULL) %>% | |
kable_classic(full_width = FALSE) %>% | |
row_spec(c(2, 4), extra_latex_after = "\\\\[-0.3cm]") %>% | |
add_header_above(c(" " = 1, "Automatic transmission" = 1, "Manual transmission" = 1)) |
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