Custom coefficient format for specific variable in fixest etable

Question

I'm wondering if there's a way I can format the coefficient reported in etable in a customized way.

For example, in the below regression

library(fixest)
feols(Sepal.Length ~ Sepal.Width + Petal.Length + Petal.Width | Species, iris)
model_fit = feols(Sepal.Length ~ Sepal.Width + Petal.Length + Petal.Width | Species, iris)
etable(model_fit)

                       model_fit
Dependent Var.:     Sepal.Length
                                
Sepal.Width     0.4959. (0.1206)
Petal.Length    0.8292* (0.0970)
Petal.Width     -0.3152 (0.1096)
Fixed-Effects:  ----------------
Species                      Yes
_______________ ________________
S.E.: Clustered      by: Species
Observations                 150
R2                       0.86731
Within R2                0.65201
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

I would like to multiply by 100 only to the coefficient of Sepal.Width for reporting and write a separate note for the adjustment, so that the etable report looks like

                       model_fit
Dependent Var.:     Sepal.Length
                                
Sepal.Width     49.59 (0.1206)
Petal.Length    0.8292* (0.0970)
Petal.Width     -0.3152 (0.1096)
Fixed-Effects:  ----------------
Species                      Yes
_______________ ________________
S.E.: Clustered      by: Species
Observations                 150
R2                       0.86731
Within R2                0.65201
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Is there a handy way to achieve this in fixest etable?

Scaling Sepal.Width column and re-running the regression is the least preferable option for me.

Thank you.

only the coefficient? probably have to do it manually to object returned by etable() — langtang
– langtang, Commented Nov 18, 2022 at 0:26

langtang · Accepted Answer · 2022-11-18 00:43:08Z

You could do this:

Create a helper function that takes as x one of the string entries in the object returned by etable(model_fit)$model_fit and uses a regular expression to extract the coeficient, multiply by m=100, and pastes it back into the original string x

f <- function(x,m=100) {
  coef = regmatches(x,regexec("^-?\\d+[.]?\\d+",x,perl=T))[[1]]
  paste0(as.numeric(coef)*m, gsub(coef,"",x))
}

assign etable(model_fit) to an object, k

k = etable(model_fit)

Now, use f() to change one a value in k$model_fit

k$model_fit[3] <- f(k$model_fit[3])
print(k)

                       model_fit
Dependent Var.:     Sepal.Length
                                
Sepal.Width      49.59. (0.1206)
Petal.Length    0.8292* (0.0970)
Petal.Width     -0.3152 (0.1096)
Fixed-Effects:  ----------------
Species                      Yes
_______________ ________________
S.E.: Clustered      by: Species
Observations                 150
R2                       0.86731
Within R2                0.65201
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Collectives™ on Stack Overflow

Custom coefficient format for specific variable in fixest etable

1 Answer 1

Comments

Your Answer

Linked

Hot Network Questions

Collectives™ on Stack Overflow

1 Answer 1

Comments

Your Answer

Sign up or log in

Post as a guest

Linked

Related