Touch-induced pupil size reflects stimulus intensity, not subjective pleasantness R van Hooijdonk, S Mathot, E Schat, H Spencer, S van der Stigchel, ... Experimental brain research 237, 201-210, 2019 | 32 | 2019 |
The data representativeness criterion: Predicting the performance of supervised classification based on data set similarity E Schat, R van de Schoot, WM Kouw, D Veen, AM Mendrik Plos one 15 (8), e0237009, 2020 | 27 | 2020 |
Detecting mean changes in experience sampling data in real time: A comparison of univariate and multivariate statistical process control methods. E Schat, F Tuerlinckx, AC Smit, B De Ketelaere, E Ceulemans Psychological Methods, 2021 | 16 | 2021 |
The short-term psychological impact of the COVID-19 pandemic in psychiatric patients: Evidence for differential emotion and symptom trajectories in Belgium E Dejonckheere, M Houben, E Schat, E Ceulemans, P Kuppens Psychologica Belgica 61 (1), 163, 2021 | 14 | 2021 |
The exponentially weighted moving average procedure for detecting changes in intensive longitudinal data in psychological research in real-time: A tutorial showcasing potential … AC Smit, E Schat, E Ceulemans Assessment 30 (5), 1354-1368, 2023 | 11 | 2023 |
: An R Package for performing kernel change point detection on the running statistics of multivariate time series J Cabrieto, K Meers, E Schat, J Adolf, P Kuppens, F Tuerlinckx, ... Behavior Research Methods, 1-22, 2022 | 5 | 2022 |
Monitoring emotional intensity and variability to forecast depression recurrence in real time in remitted adults. MJ Schreuder, E Schat, AC Smit, E Snippe, E Ceulemans Journal of Consulting and Clinical Psychology, 2024 | 3 | 2024 |
Real-time detection of mean and variance changes in experience sampling data: A comparison of existing and novel statistical process control approaches E Schat, F Tuerlinckx, B De Ketelaere, E Ceulemans Behavior Research Methods 56 (3), 1459-1475, 2024 | 3 | 2024 |
Individual-specific change points in circadian rest-activity rhythm and sleep in individuals tapering their antidepressant medication: an actigraphy study O Minaeva, E Schat, E Ceulemans, YK Kunkels, AC Smit, M Wichers, ... Scientific Reports 14 (1), 855, 2024 | 2 | 2024 |
Introducing change point detection analysis in relationship research: An investigation of couples’ emotion dynamics L Sels, E Schat, L Verhofstadt, E Ceulemans Journal of Social and Personal Relationships 39 (10), 3133-3154, 2022 | 2 | 2022 |
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 … E Schat, F Tuerlinckx, MJ Schreuder, B De Ketelaere, E Ceulemans Psychological Assessment 36 (6-7), 379, 2024 | 1 | 2024 |
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 … MJ Schreuder, P Kuppens, E Schat, P de Jonge, CA Hartman, ... Mental Health Science, e72, 2024 | | 2024 |
Signaling changes in experience sampling data in real-time: Development and evaluation of statistical process control methods for detecting early warning signals of depression E Schat, E Ceulemans, B De Ketelaere, F Tuerlinckx | | 2023 |
Deriving EWMA control limits in case of few in-control observations: A comparison of a person-specific and a multilevel modeling approach E Schat, F Tuerlinckx, B De Ketelaere, E Ceulemans Society for Ambulatory Assessment (SAA) Conference 2023, Date: 2023/06/05 …, 2023 | | 2023 |
Early detection of an approaching mood disorder through statistical process control E Schat, F Tuerlinckx, B De Ketelaere, E Ceulemans ESM Network Meeting 2022, Date: 2022/09/13-2022/09/14, Location: Leuven, Belgium, 2022 | | 2022 |
Prospectively detecting mean and variance changes through statistical process control E Schat, F Tuerlinckx, B De Ketelaere, E Ceulemans International Meeting of the Psychometric Society 2022, Location: Bologna, Italy, 2022 | | 2022 |
Online detection of mean and variance changes using the exponentially weighted moving average procedure E Schat, F Tuerlinckx, AC Smit, B De Ketelaere, E Ceulemans Society for Ambulatory Assessment Conference 2022, Location: Online, 2022 | | 2022 |
Individual-specific changes in circadian rest-activity rhythm and sleep in symptom-free patients tapering their antidepressant medication O Minaeva, E Schat, E Ceulemans, Y Kunkels, A Smit, M Wichers, S Booij, ... European Psychiatry 65 (S1), S679-S679, 2022 | | 2022 |
The influence of experience sampling data characteristics on the detection of mean shifts across time through statistical process control E Schat, F Tuerlinckx, B De Ketelaere, E Ceulemans Society for Ambulatory Assessment Conference 2021, Location: Online, 2021 | | 2021 |
Modeling individual-specific changes in circadian rest-activity rhythm before and during a depressive episode O Minaeva, E Schat, E Ceulemans, YK Kunkels, A Smit, M Wichers, ... OSF, 2021 | | 2021 |