6533b7d5fe1ef96bd12643fa

RESEARCH PRODUCT

A Plot for the Visualization of Missing Value Patterns in Multivariate Data.

Pedro Miguel Valero MoraMaría Francisca RodrigoM. Mar Sánchez GarcíaJaime Sanmartín

subject

Psicologia

description

Missing data patterns are the combinations in which the variables with missing values occur. Exploring these patterns in multivariate data can be very useful but there are few specialized tools. The current paper presents a plot that includes relevant information for visualizing these patterns. The plot is also dynamic-interactive; so, selecting elements in it permits the highlighting of those that are more relevant according to certain criteria. An example, based on college data, is used for the purposes of illustrating the capabilities of the plot

https://hdl.handle.net/10550/72978