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July 8, 2015 12:29
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Calib vars with sparse Matrix
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| # --------------------------------------- | |
| # Author: Andreas Alfons | |
| # Vienna University of Technology | |
| # --------------------------------------- | |
| #' Construct a matrix of binary variables for calibration | |
| #' | |
| #' Construct a matrix of binary variables for calibration of sample weights | |
| #' according to known marginal population totals. | |
| #' | |
| #' @name calibVars | |
| #' @param x a vector that can be interpreted as factor, or a matrix or | |
| #' \code{data.frame} consisting of such variables. | |
| #' | |
| #' @return A matrix of binary variables that indicate membership to the | |
| #' corresponding factor levels. | |
| #' | |
| #' @author Andreas Alfons | |
| #' | |
| #' @seealso \code{\link{calibWeights}} | |
| #' | |
| #' @keywords survey | |
| #' | |
| #' @examples | |
| #' data(eusilc) | |
| #' # default method | |
| #' aux <- calibVars(eusilc$rb090) | |
| #' head(aux) | |
| #' # data.frame method | |
| #' aux <- calibVars(eusilc[, c("db040", "rb090")]) | |
| #' head(aux) | |
| #' | |
| #' @export | |
| #' @import Matrix | |
| calibVars <- function(x) UseMethod("calibVars") | |
| #' @export | |
| calibVars.default <- function(x) { | |
| if(length(x) == 0) matrix(integer(), 0, 0) | |
| x <- as.factor(x) | |
| res <- sapply(levels(x), function(l) as.integer(x == l)) | |
| rownames(res) <- names(x) # set rownames from original vector | |
| Matrix(res,sparse=TRUE) | |
| } | |
| #' @export | |
| calibVars.matrix <- function(x) calibVars(as.data.frame(x)) | |
| #' @export | |
| calibVars.data.frame <- function(x) { | |
| res <- lapply(x, calibVars) # list of matrices for each variable | |
| res <- mapply(function(x, nam) { | |
| colnames(x) <- paste(nam, colnames(x), sep=".") | |
| x | |
| }, res, names(x), SIMPLIFY=FALSE) | |
| res <- do.call("cbind", res) # combine matrices | |
| rownames(res) <- row.names(x) # set rownames from original data.frame | |
| Matrix(res,sparse=TRUE) | |
| } |
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