10.6084/m9.figshare.3485522.v1
Mukund Raj
Mukund
Raj
Mahsa Mirzargar
Mahsa
Mirzargar
Robert Ricci
Robert
Ricci
Robert M. Kirby
Robert M.
Kirby
Ross T. Whitaker
Ross T.
Whitaker
Path Boxplots: A Method for Characterizing Uncertainty in Path Ensembles on a Graph
Taylor & Francis Group
2016
Paths
Graph
Descriptive Statistics
Data Depth
Ensemble
2016-07-28 11:32:25
Dataset
https://tandf.figshare.com/articles/dataset/Path_Boxplots_A_Method_for_Characterizing_Uncertainty_in_Path_Ensembles_on_a_Graph/3485522
<p>Graphs are powerful and versatile data structures that can be used to represent a wide range of different types of information. In this paper, we introduce a method to analyze and then visualize an important class of data described over a graph—namely, ensembles of paths. Analysis of such path ensembles is useful in a variety of applications, in diverse fields such as transportation, computer networks, and molecular dynamics. The proposed method generalizes the concept of <i>band depth</i> to an ensemble of paths on a graph, which provides an center-outward ordering on the paths. This ordering is, in turn, used to construct a generalization of the conventional boxplot or whisker plot, called a <i>path boxplot</i>, which applies to paths on a graph. The utility of path boxplot is demonstrated for several examples of path ensembles including paths defined over computer networks and roads.</p>