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- W2001925771 abstract "We present and discuss several Dynamic Statistical Graphics tools designed to help the analyst visually discover and formulate hypotheses about the structure of multivariate data. All tools are based on the notion of the data a representation of multivariate as a high-dimensional space which has a dimension for each variable (column of the data) and a point for each case (row of the data). The space is projected orthogonally onto the a threedimensional space which is seen and manipulated by the analyst. The visual space has a point-like object for each case and can have a vector-like object for each variable. The three dimensions of the visual space are orthogonal linear combinations of the variables. We discuss the notion of a Guided Tour of multivariate space, and present guided tour tools. These tools include: I 6D-rotation, a tool for dynamically rotating, in six-dimensional (6D) space, from one 3D portion of the space to another while displaying the dynamically changing projection in the visual-space; . hD-residualization, a tool that determines, at the user's request, the largest invisible 3D-space - i.e., the largest 3D space orthogonal to the visual space. This space is used with the visual space so that 6D-rotation can occur between two new 3D portions of the space; I projection-cuing, a group of three tools that use change in object brightness as a cue to show change in aspects of the projection of objects from the space to the visual space during hD-rotation. In addition to these tools for touring high-dimensional mu1tivariate space, we discuss tools for manipulating the 3D visual space, and a tool for looking at the relationship between two spaces. Finally, we present a guided tour implementation in which the user manipulates joysticks and sliders to dynamically and smoothly© (1990) COPYRIGHT SPIE--The International Society for Optical Engineering. Downloading of the abstract is permitted for personal use only." @default.
- W2001925771 created "2016-06-24" @default.
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- W2001925771 date "1990-08-01" @default.
- W2001925771 modified "2023-09-23" @default.
- W2001925771 title "<title>Dynamic statistical graphics techniques for exploring the structure of multivariate data</title>" @default.
- W2001925771 doi "https://doi.org/10.1117/12.19983" @default.
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