Modeling Affect Dynamics: State of the Art and Future Challenges
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Eva Ceulemans | Francis Tuerlinckx | Ellen L. Hamaker | Raoul P. P. P. Grasman | E. Ceulemans | F. Tuerlinckx | E. Hamaker | R. Grasman
[1] J. Gross,et al. The tie that binds? Coherence among emotion experience, behavior, and physiology. , 2005, Emotion.
[2] C S Bergeman,et al. Resilience-as-process: negative affect, stress, and coupled dynamical systems. , 2010, Psychology and aging.
[3] Runze Li,et al. Using the Time-Varying Effect Model (TVEM) to Examine Dynamic Associations between Negative Affect and Self Confidence on Smoking Urges: Differences between Successful Quitters and Relapsers , 2012, Prevention Science.
[4] Jonathan D. Cryer,et al. Time Series Analysis , 1986 .
[5] Peter Kuppens,et al. The dynamic interplay between emotions in daily life: augmentation, blunting, and the role of appraisal overlap. , 2012, Emotion.
[6] Peter C. M. Molenaar,et al. A dynamic factor model for the analysis of multivariate time series , 1985 .
[7] Yueqin Hu,et al. Coupled latent differential equation with moderators: simulation and application. , 2014, Psychological methods.
[8] Ingmar Visser,et al. Seven things to remember about hidden Markov models: A tutorial on Markovian models for time series , 2011 .
[9] R. Ratcliff,et al. Estimation and interpretation of 1/fα noise in human cognition , 2004 .
[10] Eva Ceulemans,et al. Switching principal component analysis for modeling means and covariance changes over time. , 2014, Psychological methods.
[11] Peter C M Molenaar,et al. Statistical Modeling of the Individual: Rationale and Application of Multivariate Stationary Time Series Analysis , 2005, Multivariate behavioral research.
[12] M. Mehl,et al. Handbook of research methods for studying daily life , 2012 .
[13] John M. Gottman,et al. Get Over It! A Multilevel Threshold Autoregressive Model for State-Dependent Affect Regulation , 2016, Psychometrika.
[14] Ellen L. Hamaker,et al. Regime Switching State-Space Models Applied to Psychological Processes: Handling Missing Data and Making Inferences , 2012 .
[15] Eva Ceulemans,et al. Clusterwise simultaneous component analysis for analyzing structural differences in multivariate multiblock data. , 2012, Psychological methods.
[16] Emilio Ferrer,et al. Bayesian Estimation of Random Coefficient Dynamic Factor Models , 2012 .
[17] D. Borsboom,et al. A Network Approach to Psychopathology: New Insights into Clinical Longitudinal Data , 2013, PloS one.
[18] Pascal R. Deboeck,et al. Dynamical Systems and Models of Continuous Time , 2013 .
[19] T. Trull,et al. Analysis of affective instability in ecological momentary assessment: Indices using successive difference and group comparison via multilevel modeling. , 2008, Psychological methods.
[20] Tom Hollenstein,et al. Dynamic systems methods for models of developmental psychopathology , 2003, Development and Psychopathology.
[21] J. Oud,et al. Continuous time modelling with individually varying time intervals for oscillating and non-oscillating processes. , 2013, The British journal of mathematical and statistical psychology.
[22] Toni L. Bisconti,et al. Emotional well-being in recently bereaved widows: a dynamical systems approach. , 2004, The journals of gerontology. Series B, Psychological sciences and social sciences.
[23] N. Bolger,et al. Intensive Longitudinal Methods: An Introduction to Diary and Experience Sampling Research , 2013 .
[24] Theodore A. Walls,et al. Multilevel Autoregressive Modeling of Interindividual Differences in the Stability of a Process , 2006 .
[25] H.L.J. van der Maas,et al. Stagewise cognitive development: an application of catastrophe theory. , 1992, Psychological review.
[26] J. Vermunt,et al. Latent class and finite mixture models for multilevel data sets , 2008, Statistical methods in medical research.
[27] Edward R. Watkins,et al. Ruminative Self-Focus and Negative Affect , 2008, Journal of abnormal psychology.
[28] C S Bergeman,et al. The reservoir model: a differential equation model of psychological regulation. , 2013, Psychological methods.
[29] Stephen Rapp,et al. Qualitative longitudinal analysis of symptoms in patients with primary and metastatic brain tumours , 2008, Journal of the Royal Statistical Society. Series A,.
[30] Daniel D. Blaine,et al. Modeling unipolar depression as a chaotic process. , 2003, Psychological assessment.
[31] P. Kuppens,et al. Emotional Inertia and Psychological Maladjustment , 2010, Psychological science.
[32] Guangjian Zhang,et al. Please Scroll down for Article Multivariate Behavioral Research Dynamic Factor Analysis Models with Time-varying Parameters , 2022 .
[33] Francis Tuerlinckx,et al. A hierarchical latent stochastic differential equation model for affective dynamics. , 2011, Psychological methods.
[34] D. Borsboom,et al. Critical slowing down as early warning for the onset and termination of depression , 2013, Proceedings of the National Academy of Sciences.
[35] P.C.M. Molenaar,et al. Dynamic assessment and adaptive optimization of the psychotherapeutic process. , 1987 .
[36] I. Myin-Germeys,et al. Micro-Level Affect Dynamics in Psychopathology Viewed From Complex Dynamical System Theory , 2015 .
[37] Lois W. Sayrs. Pooled Time Series Analysis , 1990 .
[38] Iven Van Mechelen,et al. Determinants of the shape of emotion intensity profiles , 2012, Cognition & emotion.
[39] J. Gottman,et al. Investigating spousal influence using moment-to-moment affect data from marital conflict. , 2011, Journal of family psychology : JFP : journal of the Division of Family Psychology of the American Psychological Association.
[40] Erik Woody,et al. Are we on the same wavelength? Interpersonal complementarity as shared cyclical patterns during interactions. , 2009, Journal of personality and social psychology.
[41] F. Tuerlinckx,et al. The linear mixed model and the hierarchical Ornstein-Uhlenbeck model: some equivalences and differences. , 2011, The British journal of mathematical and statistical psychology.
[42] Eva Ceulemans,et al. DeCon: A tool to detect emotional concordance in multivariate time series data of emotional responding , 2014, Biological Psychology.
[43] E. Hamaker,et al. Investigating inter-individual differences in short-term intra-individual variability. , 2012, Psychological methods.
[44] N. Bolger,et al. Diary methods: capturing life as it is lived. , 2003, Annual review of psychology.
[45] Eric R. Ziegel,et al. Multivariate Statistical Modelling Based on Generalized Linear Models , 2002, Technometrics.
[46] Ulrich Ebner-Priemer,et al. Ambulatory assessment. , 2013, Annual review of clinical psychology.
[47] Emily Butler. Interpersonal Affect Dynamics: It Takes Two (and Time) to Tango , 2015 .
[48] H. F. Gollob,et al. Taking account of time lags in causal models. , 1987, Child development.
[49] M. W. van der Molen,et al. A nonstationarity test for the spectral analysis of physiological time series with an application to respiratory sinus arrhythmia. , 1992, Psychophysiology.
[50] Sy-Miin Chow,et al. Examining Interindividual Differences in Cyclicity of Pleasant and Unpleasant Affects Using Spectral Analysis and Item Response Modeling , 2005 .
[51] D. Borsboom,et al. Deconstructing the construct: A network perspective on psychological phenomena , 2013 .
[52] T. Trull,et al. Affective Dynamics in Psychopathology , 2015, Emotion review : journal of the International Society for Research on Emotion.
[53] David Sander,et al. A systems approach to appraisal mechanisms in emotion , 2005, Neural Networks.
[54] D. Hall. Models for Intensive Longitudinal Data , 2007 .
[55] John J. McArdle,et al. A Simulation Study Comparison of Bayesian Estimation With Conventional Methods for Estimating Unknown Change Points , 2008 .
[56] Sy-Miin Chow,et al. An Unscented Kalman Filter Approach to the Estimation of Nonlinear Dynamical Systems Models , 2007, Multivariate behavioral research.
[57] N. Nicolson,et al. Reduced Stress-Sensitivity or Increased Reward Experience: The Psychological Mechanism of Response to Antidepressant Medication , 2009, Neuropsychopharmacology.