I am trying to display extremely small numbers (<1E-12) in an ASCII table. (Believe me, I can't find any alternative.) So far I've tried stargazer and xtable. Neither of them seems to work. I can display the numbers in scientific notation with xtable in HTML, but not ASCII. Stargazer seems not have the option to display numbers in scientific notation. Below is an example:
library(stargazer)
example <- data.frame(parameter = letters, value = runif(26, min = 1E-14, max = 5E-14))
stargazer(example, summary = F, type = "text", digits = NA)
All the values are truncated as 0 even if I set the digits option as NA, which is supposed to keep everything. Any help is really appreciated! Thanks!
You can convert the value to character. I've done this using the format function, since that makes it easy to control the number of significant figures. I've also used the dplyr package to do the reformatting on the fly:
library(dplyr)
stargazer(example %>% mutate(value = format(value, scientific = TRUE, digits = 4)),
summary = FALSE, type = "text")
====================== parameter value ---------------------- 1 a 4.456e-14 2 b 2.773e-14 ... 25 y 2.982e-14 26 z 1.771e-14 ----------------------
You could also avoid dplyr like this:
example$value = format(example$value, scientific = TRUE, digits = 4)
stargazer(example, summary = FALSE, type = "text")