Is there a way to extract the summary of a regression model in a nice latex format like the correlation table I attach below? The table should be exported using knitr in word document or at least saved in word document.
# install.packages("dplyr")
# install.packages("kableExtra")
library(dplyr)
library(kableExtra)
mlm1 <- lm(mpg ~ . , data = mtcars)
summary(mlm1)
summary(mlm1) %>%
kbl(caption="Table 1: Summary Statistics of Financial Well-Being
Score by Gender and Education",
format= "html",
align="r") %>%
kable_classic(full_width = F, html_font = "helvetica")
you can use the broom
package:
library(dplyr)
library(kableExtra)
library(broom)
mlm1 <- lm(mpg ~ . , data = mtcars)
summary(mlm1)
tidy(mlm1) %>% kbl(caption="Table 1: Summary Statistics of Financial Well-Being
Score by Gender and Education",
format= "html",
align="r") %>%
kable_classic(full_width = F, html_font = "helvetica")
Also, you can reports information about the entire model (i.e. R-squared, AIC, ...) via broom::glance(mlm1)
.