Behavioural and Social Sciences
Psychometrics & Statistics
University of Groningen
Personal webpage Anja Ernst.
Dynamic clustering: Classifying people through ecological momentary assessment
Time series analysis gained large popularity in psychological research. Adequate psychological time series models describe and predict individual dynamics, while maintaining the generalisability of dynamics to populations of individuals. The currently available approaches fail to cover both: It either focusses on each single individual separately –losing the population of individuals – or on all individuals jointly –losing the unique individual dynamics. We propose to bridge this methodological gap via dynamic cluster modelling. Its value for psychology will be demonstrated by answering two clinically relevant leading questions. Software will be made available for an easy application of the methodology developed.
prof. dr. M.E. Timmerman, prof. dr. C.J. Albers
1 September 2017 – 31 August 2021