Testing all six person-oriented principles in dynamic factor analysis
All six person-oriented principles identified by Sterba and Bauer's Keynote Article can be tested by means of dynamic factor analysis in its current form. In particular, it is shown how complex interactions and interindividual differences/intraindividual change can be tested in this way. In add...
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| Published in | Development and psychopathology Vol. 22; no. 2; pp. 255 - 259 |
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| Main Author | |
| Format | Journal Article |
| Language | English |
| Published |
New York, USA
Cambridge University Press
01.05.2010
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0954-5794 1469-2198 1469-2198 |
| DOI | 10.1017/S0954579410000027 |
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| Abstract | All six person-oriented principles identified by Sterba and Bauer's Keynote Article can be tested by means of dynamic factor analysis in its current form. In particular, it is shown how complex interactions and interindividual differences/intraindividual change can be tested in this way. In addition, the necessity to use single-subject methods in the analysis of developmental processes is emphasized, and attention is drawn to the possibility to optimally treat developmental psychopathology by means of new computational techniques that can be integrated with dynamic factor analysis. |
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| AbstractList | All six person-oriented principles identified by Sterba and Bauer's Keynote Article can be tested by means of dynamic factor analysis in its current form. In particular, it is shown how complex interactions and interindividual differences/intraindividual change can be tested in this way. In addition, the necessity to use single-subject methods in the analysis of developmental processes is emphasized, and attention is drawn to the possibility to optimally treat developmental psychopathology by means of new computational techniques that can be integrated with dynamic factor analysis. All six person-oriented principles identified by Sterba and Bauer's Keynote Article can be tested by means of dynamic factor analysis in its current form. In particular, it is shown how complex interactions and interindividual differences/intraindividual change can be tested in this way. In addition, the necessity to use single-subject methods in the analysis of developmental processes is emphasized, and attention is drawn to the possibility to optimally treat developmental psychopathology by means of new computational techniques that can be integrated with dynamic factor analysis.All six person-oriented principles identified by Sterba and Bauer's Keynote Article can be tested by means of dynamic factor analysis in its current form. In particular, it is shown how complex interactions and interindividual differences/intraindividual change can be tested in this way. In addition, the necessity to use single-subject methods in the analysis of developmental processes is emphasized, and attention is drawn to the possibility to optimally treat developmental psychopathology by means of new computational techniques that can be integrated with dynamic factor analysis. |
| Author | Molenaar, Peter C. M. |
| Author_xml | – sequence: 1 givenname: Peter C. M. surname: Molenaar fullname: Molenaar, Peter C. M. email: pxm21@psu.edu organization: Pennsylvania State University |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/20423539$$D View this record in MEDLINE/PubMed |
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| Cites_doi | 10.1348/000711003770480002 10.1017/CBO9780511490026 10.1037/a0014170 10.1111/j.1467-8721.2009.01619.x 10.1007/BF02294246 10.1007/978-3-540-27752-1 10.1017/CBO9781139174794 10.1002/dev.20262 10.1007/BF02295422 10.1037/0033-2909.132.3.381 10.1037/0033-2909.102.1.109 10.1207/s15327906mbr4002_3 |
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| Copyright | Copyright © Cambridge University Press 2010 |
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| References | Lord (S0954579410000027_ref7) 1968 Molenaar (S0954579410000027_ref10) 1994 S0954579410000027_ref16 S0954579410000027_ref15 S0954579410000027_ref18 Molenaar (S0954579410000027_ref12) 2008 S0954579410000027_ref17 S0954579410000027_ref9 S0954579410000027_ref8 S0954579410000027_ref11 S0954579410000027_ref14 Nesselroade (S0954579410000027_ref19) 2007; 5 S0954579410000027_ref5 S0954579410000027_ref4 Molenaar (S0954579410000027_ref13) S0954579410000027_ref6 Molenaar (S0954579410000027_ref21) 2004; 2 Priestley (S0954579410000027_ref20) 1988 Barlow (S0954579410000027_ref1) 2009 S0954579410000027_ref3 S0954579410000027_ref2 20423538 - Dev Psychopathol. 2010 May;22(2):239-54 |
| References_xml | – start-page: 90 volume-title: Handbook of cognitive aging year: 2008 ident: S0954579410000027_ref12 – ident: S0954579410000027_ref16 doi: 10.1348/000711003770480002 – volume-title: Statistical theories of mental test scores year: 1968 ident: S0954579410000027_ref7 – volume-title: Latent variables analysis: Applications for developmental research year: 1994 ident: S0954579410000027_ref10 – ident: S0954579410000027_ref2 doi: 10.1017/CBO9780511490026 – ident: S0954579410000027_ref17 doi: 10.1037/a0014170 – ident: S0954579410000027_ref14 doi: 10.1111/j.1467-8721.2009.01619.x – volume: 5 start-page: 217 year: 2007 ident: S0954579410000027_ref19 article-title: Idiographic filters for psychological constructs publication-title: Measurement – volume-title: Nonlinear and non-stationary time series year: 1988 ident: S0954579410000027_ref20 – ident: S0954579410000027_ref9 doi: 10.1007/BF02294246 – ident: S0954579410000027_ref8 doi: 10.1007/978-3-540-27752-1 – volume: 2 start-page: 201 year: 2004 ident: S0954579410000027_ref21 article-title: A manifesto on psychology as idiographic science: Bringing the person back into scientific psychology, this time forever publication-title: Measurement – volume-title: Single case experimental designs: Strategies for studying behavior change year: 2009 ident: S0954579410000027_ref1 – ident: S0954579410000027_ref3 doi: 10.1017/CBO9781139174794 – ident: S0954579410000027_ref11 doi: 10.1002/dev.20262 – ident: S0954579410000027_ref15 doi: 10.1007/BF02295422 – ident: S0954579410000027_ref6 doi: 10.1037/0033-2909.132.3.381 – ident: S0954579410000027_ref5 doi: 10.1037/0033-2909.102.1.109 – ident: S0954579410000027_ref4 doi: 10.1207/s15327906mbr4002_3 – ident: S0954579410000027_ref18 – ident: S0954579410000027_ref13 article-title: Note on the optimization of psychotherapeutic processes publication-title: Journal of Mathematical Psychology – reference: 20423538 - Dev Psychopathol. 2010 May;22(2):239-54 |
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| SubjectTerms | Child Computer applications Developmental psychology Factor analysis Factor Analysis, Statistical Humans Individuality Mental Disorders - diagnosis Mental Disorders - psychology Models, Psychological Multivariate Analysis Personality Development Phase transitions Psychological Theory Psychometrics - methods Psychopathology Psychopathology - methods Quantitative psychology Research Design Risk Factors Statistical analysis Time series Variables |
| Title | Testing all six person-oriented principles in dynamic factor analysis |
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