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Delta 2.0 - A program for finding dependencies in tables of data

Pi, Hong and Peterson, Carsten LU (1994) In Computer Physics Communications 83(2-3). p.293-306
Abstract

A package written in C for identifying variable dependencies in tables of data is presented. The key ingredient is the δ-test, which establishes dependency structures by exploiting the properties of continuous functions using conditional probabilities formed out of the data. The method estimates most relevant variables, embedding dimensions and noise levels. The program, which is self-contained, also includes optional graphical output.

Please use this url to cite or link to this publication:
author
and
organization
publishing date
type
Contribution to journal
publication status
published
subject
in
Computer Physics Communications
volume
83
issue
2-3
pages
14 pages
publisher
Elsevier
external identifiers
  • scopus:0028698679
ISSN
0010-4655
DOI
10.1016/0010-4655(94)90056-6
language
English
LU publication?
yes
id
d5858ce1-fc84-45ac-899b-e1f00b003559
date added to LUP
2019-05-14 16:04:05
date last changed
2024-01-01 04:35:34
@article{d5858ce1-fc84-45ac-899b-e1f00b003559,
  abstract     = {{<p>A package written in C for identifying variable dependencies in tables of data is presented. The key ingredient is the δ-test, which establishes dependency structures by exploiting the properties of continuous functions using conditional probabilities formed out of the data. The method estimates most relevant variables, embedding dimensions and noise levels. The program, which is self-contained, also includes optional graphical output.</p>}},
  author       = {{Pi, Hong and Peterson, Carsten}},
  issn         = {{0010-4655}},
  language     = {{eng}},
  number       = {{2-3}},
  pages        = {{293--306}},
  publisher    = {{Elsevier}},
  series       = {{Computer Physics Communications}},
  title        = {{Delta 2.0 - A program for finding dependencies in tables of data}},
  url          = {{http://dx.doi.org/10.1016/0010-4655(94)90056-6}},
  doi          = {{10.1016/0010-4655(94)90056-6}},
  volume       = {{83}},
  year         = {{1994}},
}