CORDIS Project
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This project develops advanced statistical methods to analyze nonlinear relationships in social science, particularly focusing on how personal traits and life events affect well-being. By utilizing Bayesian Gaussian processes, it aims to enhance understanding of complex social phenomena through innovative data collecti…
Nonlinearity is ubiquitous in the social sciences.
In cross-sectional research, nonlinearity naturally follows from the fact that variables often depend on human perception.
The tendency to share fake news, for example, depends in a complex nonlinear manner on peoples’ personality and political preferences.
In longitudinal research, nonlinearity follows from the fact that temporal social processes are nonstationary by nature.
For instance, stressful life events (e.g., unemployment, pandemic) hav…
TILBURG UNIVERSITY- UNIVERSITEIT VAN TILBURG
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