Visualizing Longitudinal Data With Dropouts Journal Article


Author: Gonen, M.
Article Title: Visualizing Longitudinal Data With Dropouts
Abstract: This article proposes a triangle plot to display longitudinal data with dropouts. The triangle plot is a tool of data visualization that can also serve as a graphical check for informativeness of the dropout process. There are similarities between the lasagna plot and the triangle plot, but the explicit use of dropout time as an axis is an advantage of the triangle plot over the more commonly used graphical strategies for longitudinal data. It is possible to interpret the triangle plot as a trellis plot, which gives rise to several extensions such as the triangle histogram and the triangle boxplot. R code is available to streamline the use of the triangle plot in practice. Supplementary materials for this article are available online. © 2013 Copyright Taylor and Francis Group, LLC.
Keywords: data visualization; graph; informative dropout; trellis plots; triangle plot
Journal Title: American Statistician
Volume: 67
Issue: 2
ISSN: 0003-1305
Publisher: American Statistical Association  
Date Published: 2013-01-01
Start Page: 97
End Page: 103
Language: English
DOI: 10.1080/00031305.2013.785980
PROVIDER: scopus
DOI/URL:
Notes: --- - "Export Date: 1 July 2013" - "Source: Scopus"
Altmetric
Citation Impact
BMJ Impact Analytics
MSK Authors
  1. Mithat Gonen
    1028 Gonen
Related MSK Work