I want to run a table 1 function in R that excludes missing values in the calculations and also rounds the digits to 1 decimal place.
This is my code which excludes the NA in the calculations but I don't know how to round to 1 decimal place.
table1(~.|adulttab$Sex.x, data=adulttab[-1],render.categorical ="FREQ (PCTnoNA%)",
render.continuous=c(.="Mean [SD]",.="Median [Q25, Q75]",.="Min, Max"))
Also is there a way to include confidence intervals in the table1?
You could try something like this:
rndr.cont <- function(x, ...) {
s <- lapply(stats.default(x, ...), round_pad, digits=1)
CI <- round_pad(t.test(x)$conf.int, digits=1)
with(s, c("",
"Mean [SD]" = sprintf("%s [%s]", MEAN, SD),
"95% CI" = sprintf("(%s, %s)", CI[1], CI[2]),
"Median [Q25, Q75]" = sprintf("%s [%s, %s]", MEDIAN, q25, q75),
"Min, Max" = sprintf("%s, %s", MIN, MAX)
))
}
table1(~.|adulttab$Sex.x, data=adulttab[-1],render.categorical ="FREQ (PCTnoNA%)",
render.continuous=rndr.cont)