% Generated by roxygen2: do not edit by hand % Please edit documentation in R/missPatterns.R \name{missPatterns} \alias{missPatterns} \alias{zeroPatterns} \title{missing or zero pattern structure.} \usage{ missPatterns(x) zeroPatterns(x) } \arguments{ \item{x}{a data frame or matrix.} } \value{ \item{groups }{List of the different patterns and the observation numbers for each pattern} \item{cn }{the names of the patterns coded as vectors of 0-1's} \item{tabcomb}{the pattern structure - all combinations of zeros or missings in the variables} \item{tabcombPlus}{the pattern structure - all combinations of zeros or missings in the variables including the size of those combinations/patterns, i.e. the number of observations that belongs to each pattern.} \item{rsum}{the number of zeros or missing values in each row of the data set.} \item{rindex}{the index of zeros or missing values in each row of the data set} } \description{ Analysis of the missing or the zero patterns structure of a data set. } \details{ Here, one pattern defines those observations that have the same structure regarding their missingness or zeros. For all patterns a summary is calculated. } \examples{ data(expenditures) ## set NA's artificial: expenditures[expenditures < 300] <- NA ## detect the NA structure: missPatterns(expenditures) } \seealso{ \code{\link[VIM]{aggr}} } \author{ Matthias Templ. The code is based on a previous version from Andreas Alfons and Matthias Templ from package VIM } \keyword{multivariate}