期刊
EUROPEAN JOURNAL OF DEVELOPMENTAL PSYCHOLOGY
卷 10, 期 1, 页码 29-39出版社
PSYCHOLOGY PRESS
DOI: 10.1080/17405629.2012.747435
关键词
Data analysis; Psychology; Statistical modelling; Non-ergodicity; Replicated time series; Nomothetic modelling
It is explained, both by considering earlier theoretical discussions as well as by providing analytic proof, why it is important to base analyses of developmental processes on intra-individual variation (replicated time series analysis) instead of on inter-individual variation. It is often found that replicated time series analysis yields different (person-specific) dynamic model structures across replications. A new powerful approach is presented that enables the identification of a valid common (nomothetic) dynamic model if individual replications yield person-specific dynamic model structures.
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