Returns a table based on the information of a biv_compare_object that indicates the proportion of biased variables. It can be outputted as HTML or LaTex Table, for example with the help of the stargazer function.
biv_per_variable.RdReturns a table based on the information of a biv_compare_object that
indicates the proportion of biased variables. It can be outputted as HTML or
LaTex Table, for example with the help of the stargazer
function.
Arguments
- biv_compare_object
A object returned by the
biv_comparefunction.- ndigits
Number of digits that is shown in the table.
- varlabels
A character vector containing labels for the variables.
- label_df
A character vector containing labels for the data frames.
Value
A matrix, that indicates the proportion of bias for every individual variable. This is given separately for every comparison, as well as averaged over comparisons.
Examples
data("card")
north <- card[card$south==0,]
white <- card[card$black==0,]
## use the function to plot the data
bivar_data<-sampcompR::biv_compare(dfs = c("north","white"),
benchmarks = c("card","card"),
variables= c("age","educ","fatheduc","motheduc","wage","IQ"),
data=TRUE)
#> Error in get(dfs[i]): object 'north' not found
table<-sampcompR::biv_per_variable(bivar_data)
#> Error: object 'bivar_data' not found
noquote(table)
#> function (..., exclude = if (useNA == "no") c(NA, NaN), useNA = c("no",
#> "ifany", "always"), dnn = list.names(...), deparse.level = 1)
#> {
#> list.names <- function(...) {
#> l <- as.list(substitute(list(...)))[-1L]
#> if (length(l) == 1L && is.list(..1) && !is.null(nm <- names(..1)))
#> return(nm)
#> nm <- names(l)
#> fixup <- if (is.null(nm))
#> seq_along(l)
#> else nm == ""
#> dep <- vapply(l[fixup], function(x) switch(deparse.level +
#> 1, "", if (is.symbol(x)) as.character(x) else "",
#> deparse(x, nlines = 1)[1L]), "")
#> if (is.null(nm))
#> dep
#> else {
#> nm[fixup] <- dep
#> nm
#> }
#> }
#> miss.use <- missing(useNA)
#> miss.exc <- missing(exclude)
#> useNA <- if (miss.use && !miss.exc && !match(NA, exclude,
#> nomatch = 0L))
#> "ifany"
#> else match.arg(useNA)
#> doNA <- useNA != "no"
#> if (!miss.use && !miss.exc && doNA && match(NA, exclude,
#> nomatch = 0L))
#> warning("'exclude' containing NA and 'useNA' != \"no\"' are a bit contradicting")
#> args <- list(...)
#> if (length(args) == 1L && is.list(args[[1L]])) {
#> args <- args[[1L]]
#> if (length(dnn) != length(args))
#> dnn <- paste(dnn[1L], seq_along(args), sep = ".")
#> }
#> if (!length(args))
#> stop("nothing to tabulate")
#> bin <- 0L
#> lens <- NULL
#> dims <- integer()
#> pd <- 1L
#> dn <- NULL
#> for (a in args) {
#> if (is.null(lens))
#> lens <- length(a)
#> else if (length(a) != lens)
#> stop("all arguments must have the same length")
#> fact.a <- is.factor(a)
#> if (doNA)
#> aNA <- anyNA(a)
#> if (!fact.a) {
#> a0 <- a
#> op <- options(warn = 2)
#> on.exit(options(op))
#> a <- factor(a, exclude = exclude)
#> options(op)
#> }
#> add.na <- doNA
#> if (add.na) {
#> ifany <- (useNA == "ifany")
#> anNAc <- anyNA(a)
#> add.na <- if (!ifany || anNAc) {
#> ll <- levels(a)
#> if (add.ll <- !anyNA(ll)) {
#> ll <- c(ll, NA)
#> TRUE
#> }
#> else if (!ifany && !anNAc)
#> FALSE
#> else TRUE
#> }
#> else FALSE
#> }
#> if (add.na)
#> a <- factor(a, levels = ll, exclude = NULL)
#> else ll <- levels(a)
#> a <- as.integer(a)
#> if (fact.a && !miss.exc) {
#> ll <- ll[keep <- which(match(ll, exclude, nomatch = 0L) ==
#> 0L)]
#> a <- match(a, keep)
#> }
#> else if (!fact.a && add.na) {
#> if (ifany && !aNA && add.ll) {
#> ll <- ll[!is.na(ll)]
#> is.na(a) <- match(a0, c(exclude, NA), nomatch = 0L) >
#> 0L
#> }
#> else {
#> is.na(a) <- match(a0, exclude, nomatch = 0L) >
#> 0L
#> }
#> }
#> nl <- length(ll)
#> dims <- c(dims, nl)
#> if (prod(dims) > .Machine$integer.max)
#> stop("attempt to make a table with >= 2^31 elements")
#> dn <- c(dn, list(ll))
#> bin <- bin + pd * (a - 1L)
#> pd <- pd * nl
#> }
#> names(dn) <- dnn
#> bin <- bin[!is.na(bin)]
#> if (length(bin))
#> bin <- bin + 1L
#> y <- array(tabulate(bin, pd), dims, dimnames = dn)
#> class(y) <- "table"
#> y
#> }
#> <bytecode: 0x564278513310>
#> <environment: namespace:base>