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Researcher
Evelien Schat
- Disciplines:Statistics and data analysis
Affiliations
- Quantitative Psychology and Individual Differences (Research group)
Member
From1 Oct 2019 → Today
Projects
1 - 2 of 2
- Real-time detection of impendent depressive episodes using statistical process controlFrom1 Oct 2023 → TodayFunding: BOF - postdoctoral mandates
- Signaling changes in experience sampling data in real-time: Development and evaluation of statistical process control methods for detecting early warning signals of depressionFrom1 Oct 2019 → 18 Sep 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 9 of 9
- Real-time detection of mean and variance changes in experience sampling data: A comparison of existing and novel statistical process control approaches.(2024)
Authors: Evelien Schat, Francis Tuerlinckx, Bart De Ketelaere, Eva Ceulemans
Pages: 1 - 17 - Individual-specific change points in circadian rest-activity rhythm and sleep in individuals tapering their antidepressant medication: An actigraphy study(2024)
Authors: Evelien Schat, Eva Ceulemans
Pages: 1 - 11 - Detecting mean changes in experience sampling data in real-time: A comparison of univariate and multivariate statistical process control methods(2023)
Authors: Evelien Schat, Francis Tuerlinckx, Bart De Ketelaere, Eva Ceulemans
Pages: 1335 - 1357 - Signaling changes in experience sampling data in real-time: Development and evaluation of statistical process control methods for detecting early warning signals of depression(2023)
Authors: Evelien Schat, Eva Ceulemans, Francis Tuerlinckx, Bart De Ketelaere
- The exponentially weighted moving average procedure for detecting changes in intensive longitudinal data in psychological research in real-time: A tutorial showcasing potential applications.(2023)
Authors: Evelien Schat, Eva Ceulemans
Pages: 1 - 15 - Introducing change point detection analysis in relationship research: An investigation of couples' emotion dynamics(2022)
Authors: Laura Sels, Evelien Schat, Eva Ceulemans
Pages: 3133 - 3154 - kcpRS: An R package for performing kernel change point detection on the running statistics of multivariate time series(2022)
Authors: Evelien Schat, Janne Adolf, Peter Kuppens, Francis Tuerlinckx, Eva Ceulemans
Pages: 1092 - 1113 - The short-term psychological impact of the COVID-19 pandemic in psychiatric patients: Evidence for differential emotion and symptom trajectories in Belgium(2021)
Authors: Egon Dejonckheere, Marlies Houben, Evelien Schat, Eva Ceulemans, Peter Kuppens
Pages: 163 - 172 - The data representativeness criterion: Predicting the performance of supervised classification based on data set similarity(2020)
Authors: Evelien Schat, Rens van de Schoot, Wouter M Kouw, Duco Veen, Adrienne M Mendrik