<script type="text/javascript">
<!--
document.write('<div id="oa_widget"></div>');
document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=undefined&type=result"></script>');
-->
</script>
doi: 10.1007/bf01202583
handle: 10230/20872
Graphical displays which show inter--sample distances are important for the interpretation and presentation of multivariate data. Except when the displays are two--dimensional, however, they are often difficult to visualize as a whole. A device, based on multidimensional unfolding, is described for presenting some intrinsically high--dimensional displays in fewer, usually two, dimensions. This goal is achieved by representing each sample by a pair of points, say $R_i$ and $r_i$, so that a theoretical distance between the $i$-th and $j$-th samples is represented twice, once by the distance between $R_i$ and $r_j$ and once by the distance between $R_j$ and $r_i$. Self--distances between $R_i$ and $r_i$ need not be zero. The mathematical conditions for unfolding to exhibit symmetry are established. Algorithms for finding approximate fits, not constrained to be symmetric, are discussed and some examples are given.
multidimensional scaling, graphics, Graphical methods in statistics, distances, One- and multidimensional scaling in the social and behavioral sciences, inter-sample distances, Dimensionality reduction, distances, graphics, multidimensional scaling, symmetric matrices, unfolding, Statistics, Econometrics and Quantitative Methods, symmetric matrices, unfolding, multidimensional unfolding, symmetry, dimensionality reduction, jel: jel:C88, jel: jel:C19
multidimensional scaling, graphics, Graphical methods in statistics, distances, One- and multidimensional scaling in the social and behavioral sciences, inter-sample distances, Dimensionality reduction, distances, graphics, multidimensional scaling, symmetric matrices, unfolding, Statistics, Econometrics and Quantitative Methods, symmetric matrices, unfolding, multidimensional unfolding, symmetry, dimensionality reduction, jel: jel:C88, jel: jel:C19
citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 2 | |
popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |