Delta 2.0 - A program for finding dependencies in tables of data
(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:
https://lup.lub.lu.se/record/d5858ce1-fc84-45ac-899b-e1f00b003559
- author
- Pi, Hong and Peterson, Carsten LU
- organization
- publishing date
- 1994-12
- 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}}, }