Probability Trees (1997)
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by
Michael D. McCool
,
Peter K. Harwood
| Venue: | IN GRAPHICS INTERFACE ’97 |
| Citations: | 8 - 0 self |
BibTeX
@INPROCEEDINGS{McCool97probabilitytrees,
author = {Michael D. McCool and Peter K. Harwood},
title = {Probability Trees},
booktitle = {IN GRAPHICS INTERFACE ’97},
year = {1997},
pages = {37--46},
publisher = {}
}
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Abstract
A k-D tree representation of probability distributions is generalized to support generation of samples from conditional distributions. An interpretation of the approach as a piecewise linear warping function is provided which permits a priori stratified sample generation. The representation is related to higherorder spline estimators and representations via projection. An application in glyph-based volume visualization is presented.
