Capturing heterogeneity in repeated measures data by fusion penalty

2021 ◽  
Author(s):  
Lili Liu ◽  
Mae Gordon ◽  
J. Philip Miller ◽  
Michael Kass ◽  
Lu Lin ◽  
...  
Keyword(s):  
Repeated Measures ◽  
Repeated Measures Data

Probability-Based and Measurement-Related Hypotheses With Full Restriction for Investigations by Means of Confirmatory Factor Analysis

Methodology ◽  
2011 ◽  
Vol 7 (4) ◽  
pp. 157-164
Author(s):  
Karl Schweizer
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Cognitive Processing ◽  
Latent Variables ◽  
Repeated Measures ◽  
Latent Variable ◽  
Model Fit ◽  
Repeated Measures Data ◽  
Confirmatory Factor ◽  
And Performance

Probability-based and measurement-related hypotheses for confirmatory factor analysis of repeated-measures data are investigated. Such hypotheses comprise precise assumptions concerning the relationships among the true components associated with the levels of the design or the items of the measure. Measurement-related hypotheses concentrate on the assumed processes, as, for example, transformation and memory processes, and represent treatment-dependent differences in processing. In contrast, probability-based hypotheses provide the opportunity to consider probabilities as outcome predictions that summarize the effects of various influences. The prediction of performance guided by inexact cues serves as an example. In the empirical part of this paper probability-based and measurement-related hypotheses are applied to working-memory data. Latent variables according to both hypotheses contribute to a good model fit. The best model fit is achieved for the model including latent variables that represented serial cognitive processing and performance according to inexact cues in combination with a latent variable for subsidiary processes.

Testing of multivariate repeated measures data with block exchangeable covariance structure

Test ◽  
2017 ◽  
Vol 27 (2) ◽  
pp. 360-378 ◽  
Author(s):  
Ivan Žežula ◽  
Daniel Klein ◽  
Anuradha Roy
Keyword(s):  
Repeated Measures ◽  
Covariance Structure ◽  
Repeated Measures Data

Regression analyses of repeated measures data in cognitive research.

1990 ◽  
Vol 16 (1) ◽  
pp. 149-157 ◽  
Author(s):  
Robert F. Lorch ◽  
Jerome L. Myers
Keyword(s):  
Repeated Measures ◽  
Regression Analyses ◽  
Cognitive Research ◽  
Repeated Measures Data

Analysis of Repeated Measures Data with Missing Values

2012 ◽  
pp. 76-81
Author(s):  
Keumhee Chough ◽  
Yuanyuan Liang ◽  
Taesung Park
Keyword(s):  
Repeated Measures ◽  
Missing Values ◽  
Repeated Measures Data

scholarly journals ANALYSIS OF REPEATED MEASURES DATA

1990 ◽  
Author(s):  
Ramon C. Littell
Keyword(s):  
Repeated Measures ◽  
Repeated Measures Data

Longitudinal Models for Repeated Measures Data

2016 ◽  
pp. 267-296
Author(s):  
Jeffrey R. Harring ◽  
Ari Houser
Keyword(s):  
Repeated Measures ◽  
Longitudinal Models ◽  
Repeated Measures Data
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