Literature DB >> 26795109

The Recoverability of P-technique Factor Analysis.

Peter C M Molenaar1, John R Nesselroade2.   

Abstract

It seems that just when we are about to lay P-technique factor analysis finally to rest as obsolete because of newer, more sophisticated multivariate time-series models using latent variables-dynamic factor models-it rears its head to inform us that an obituary may be premature. We present the results of some simulations demonstrating that even though it does not explicitly model lagged information, P-technique's ability to recover the parameters of underlying dynamic processes involving lagged relations among the manifest variables is apparently robust and accurate. An empirical example is presented using 103 days of affective mood self-ratings from a young pregnant woman. Implications of the simulation and empirical findings are briefly discussed.

Entities:  

Year:  2009        PMID: 26795109     DOI: 10.1080/00273170802620204

Source DB:  PubMed          Journal:  Multivariate Behav Res        ISSN: 0027-3171            Impact factor:   5.923


  10 in total

1.  An idiographic approach to estimating models of dyadic interactions with differential equations.

Authors:  Joel S Steele; Emilio Ferrer; John R Nesselroade
Journal:  Psychometrika       Date:  2013-12-19       Impact factor: 2.500

2.  The effects of foot position and orientation on inter- and intra-foot coordination in standing postures: a frequency domain PCA analysis.

Authors:  Zheng Wang; Peter C M Molenaar; Peter M C Molenaar; Karl M Newell
Journal:  Exp Brain Res       Date:  2013-07-12       Impact factor: 1.972

Review 3.  The current state and future of factor analysis in personality disorder research.

Authors:  Aidan G C Wright
Journal:  Personal Disord       Date:  2017-01

4.  Bridging the Nomothetic and Idiographic Approaches to the Analysis of Clinical Data.

Authors:  Adriene M Beltz; Aidan G C Wright; Briana N Sprague; Peter C M Molenaar
Journal:  Assessment       Date:  2016-08

5.  Time-structured and net intraindividual variability: tools for examining the development of dynamic characteristics and processes.

Authors:  Nilam Ram; Denis Gerstorf
Journal:  Psychol Aging       Date:  2009-12

6.  Profiles of problematic behaviors across adolescence: covariations with indicators of positive youth development.

Authors:  Miriam R Arbeit; Sara K Johnson; Robey B Champine; Kathleen N Greenman; Jacqueline V Lerner; Richard M Lerner
Journal:  J Youth Adolesc       Date:  2014-02-22

Review 7.  The role of affect in chronic pain: A systematic review of within-person symptom dynamics.

Authors:  Madelyn R Frumkin; Thomas L Rodebaugh
Journal:  J Psychosom Res       Date:  2021-05-24       Impact factor: 3.006

8.  A Square-Root Second-Order Extended Kalman Filtering Approach for Estimating Smoothly Time-Varying Parameters.

Authors:  Zachary F Fisher; Sy-Miin Chow; Peter C M Molenaar; Barbara L Fredrickson; Vladas Pipiras; Kathleen M Gates
Journal:  Multivariate Behav Res       Date:  2020-10-07       Impact factor: 3.085

9.  The Clinical Trials Mosaic: Toward a Range of Clinical Trials Designs to Optimize Evidence-Based Treatment.

Authors:  Ty A Ridenour; Szu-Han K Chen; Hsin-Yi Liu; Georgiy V Bobashev; Katherine Hill; Rory Cooper
Journal:  J Pers Oriented Res       Date:  2017-11-01

10.  Applying P-Technique Factor Analysis to Explore Person-Specific Models of Readiness-to-Exercise.

Authors:  Kelley Strohacker; Richard Keegan; Cory T Beaumont; Rebecca A Zakrajsek
Journal:  Front Sports Act Living       Date:  2021-06-25
  10 in total

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