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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 - 4 of 4
- Unlocking and safeguarding the potential of long-term experience sampling data: An exponentially weighted moving average frameworkFrom1 Oct 2025 → TodayFunding: FWO junior postdoctoral fellowship
- Detection of affective episodes informative about well-being.From15 Oct 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Real-time detection of impendent depressive episodes using statistical process controlFrom1 Oct 2023 → 30 Sep 2024Funding: 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 - 10 of 13
- New developments in experience sampling methodology(2025)Published in: British Journal of Mathematical and Statistical PsychologyISSN: 0007-1102
- Warning signals for mental health problems in at-risk young adults may be informed by momentary emotions reported by the general population: A novel application of the principles of statistical process control(2024)Published in: Mental Health ScienceISSN: 2642-3588Issue: 3Volume: 2
- Monitoring emotional intensity and variability to forecast depression recurrence in real time in remitted adults(2024)Published in: Journal of Consulting and Clinical PsychologyISSN: 0022-006XIssue: 8Volume: 92Pages: 505 - 516
- Forecasting the onset of depression with limited baseline data only: A comparison of a person-specific and a multilevel modeling based exponentially weighted moving average approach(2024)Published in: Psychological AssessmentISSN: 1040-3590Issue: 6-7Volume: 36Pages: 379 - 394
- Real-time detection of mean and variance changes in experience sampling data: A comparison of existing and novel statistical process control approaches.(2024)Published in: Behavior Research MethodsISSN: 1554-351XIssue: 3Volume: 56Pages: 1459 - 1475
- Individual-specific change points in circadian rest-activity rhythm and sleep in individuals tapering their antidepressant medication: An actigraphy study(2024)Published in: Scientific ReportsISSN: 2045-2322Issue: 1Volume: 14Pages: 1 - 11
- Detecting mean changes in experience sampling data in real-time: A comparison of univariate and multivariate statistical process control methods(2023)Published in: Psychological MethodsISSN: 1082-989XIssue: 6Volume: 28Pages: 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)
- 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)Published in: AssessmentISSN: 1073-1911Issue: 5Volume: 30Pages: 1354 - 1368
- Introducing change point detection analysis in relationship research: An investigation of couples' emotion dynamics(2022)Published in: Journal of Social and Personal RelationshipsISSN: 0265-4075Issue: 10Volume: 39Pages: 3133 - 3154