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Elementary Identification of Nonlinear Trajectory Entropies

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Gregson, R

Description

A data-screening procedure for identifying the dynamic structure of psychological data series is presented, based on information theory measures. It can generate signatures of random, periodic, and edge-of-chaos series which then serve as a preliminary step to pursuing fuller analyses, using appropriate statistics that are already available in software. It is no longer necessary to assume that real data are either linear, noisy, or periodic in order to obtain measures of the matching of theory...[Show more]

dc.contributor.authorGregson, R
dc.date.accessioned2015-12-13T23:16:05Z
dc.identifier.issn0004-9530
dc.identifier.urihttp://hdl.handle.net/1885/89226
dc.description.abstractA data-screening procedure for identifying the dynamic structure of psychological data series is presented, based on information theory measures. It can generate signatures of random, periodic, and edge-of-chaos series which then serve as a preliminary step to pursuing fuller analyses, using appropriate statistics that are already available in software. It is no longer necessary to assume that real data are either linear, noisy, or periodic in order to obtain measures of the matching of theory to data. A glossary of technical terms is appended.
dc.publisherAustralian Psychological Society
dc.sourceAustralian Journal of Psychology
dc.titleElementary Identification of Nonlinear Trajectory Entropies
dc.typeJournal article
local.description.notesImported from ARIES
local.description.refereedYes
local.identifier.citationvolume52
dc.date.issued2000
local.identifier.absfor170103 - Educational Psychology
local.identifier.ariespublicationMigratedxPub19184
local.type.statusPublished Version
local.contributor.affiliationGregson, R, College of Medicine, Biology and Environment, ANU
local.description.embargo2037-12-31
local.bibliographicCitation.issue2
local.bibliographicCitation.startpage94
local.bibliographicCitation.lastpage99
dc.date.updated2015-12-12T08:46:32Z
local.identifier.scopusID2-s2.0-0034413280
CollectionsANU Research Publications

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