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Studying Complex Adaptive Systems With Internal States: A Recurrence Network Approach to the Analysis of Multivariate Time-Series Data Representing Self-Reports of Human Experience
16 references·2 citing·52 second hopsampled
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(2019)What do centrality measures m…Latent Variable Models and Networks: Statistical Equivalence and Testability (2019)Latent Variable Models and Ne…Destabilization in self-ratings of the psychotherapeutic process is associated with better treatment outcome in patients with mood disorders (2019)Destabilization in self-ratin…Critical Fluctuations as an Early-Warning Signal for Sudden Gains and Losses in Patients Receiving Psychotherapy for Mood Disorders (2019)Critical Fluctuations as an E…Complex network approaches to nonlinear time series analysis (2018)Complex network approaches to…Interaction-Dominant Causation in Mind and Brain, and Its Implication for Questions of Generalization and Replication (2017)Interaction-Dominant Causatio…Changing dynamics: Time-varying autoregressive models using generalized additive modeling. (2016)Changing dynamics: Time-varyi…Network structure of multivariate time series (2015)Network structure of multivar…qgraph : Network Visualizations of Relationships in Psychometric Data (2012)qgraph : Network Visualizatio…An interaction-dominant perspective on reading fluency and dyslexia (2012)An interaction-dominant persp…RECURRENCE-BASED TIME SERIES ANALYSIS BY MEANS OF COMPLEX NETWORK METHODS (2011)RECURRENCE-BASED TIME SERIES …Situated Behavior and the Place of Measurement in Psychological Theory (2010)Situated Behavior and the Pla…Experience Sampling Methods: A Modern Idiographic Approach to Personality Research (2009)Experience Sampling Methods: …The fractal dynamics of self-esteem and physical self. (2004)The fractal dynamics of self-…Statistical Methods for Data with Long-Range Dependence (1992)Statistical Methods for Data …A general theory of polynomial conjoint measurement (1967)A general theory of polynomia…Understanding and shaping complex social psychological systems: Lessons from an emerging paradigm to thrive in an uncertain world (2023)Understanding and shaping com…A within-person approach to the relation between quality of task motivation, performance and job satisfaction in everyday working life (2022)A within-person approach to t…Investigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)From time series to complex networks: The visibility graph (2008)Horizontal visibility graphs: Exact results for random time series (2009)Irreversibility of financial time series: A graph-theoretical approach (2016)Multiscale limited penetrable horizontal visibility graph for analyzing nonlinear time series (2016)Higher-order organization of multivariate time series (2023)Complex network approach for recurrence analysis of time series (2009)Duality between Time Series and Networks (2011)Visibility graph analysis of geophysical time series: Potentials and possible pitfalls (2012)Unified functional network and nonlinear time series analysis for complex systems science: The pyunicorn package (2015)Fractional Brownian Motions, Fractional Noises and Applications (1968)Book Review: Time Series Analysis: Forecasting and Control (1977)Statistics for Experimenters (1979)Long memory processes and fractional integration in econometrics (1996)Empirical properties of asset returns: stylized facts and statistical issues (2001)Estimation and interpretation of 1/fα noise in human cognition (2004)The critical incident technique. 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References

  • 2012qgraph : Network Visualizations of Relationships in Psychometric Data4,956 cited
  • 2019What do centrality measures measure in psychological networks?1,388 cited
  • 2018Complex network approaches to nonlinear time series analysis635 cited
  • 1992Statistical Methods for Data with Long-Range Dependence440 cited
  • 2011RECURRENCE-BASED TIME SERIES ANALYSIS BY MEANS OF COMPLEX NETWORK METHODS422 cited
  • 2009Experience Sampling Methods: A Modern Idiographic Approach to Personality Research315 cited
  • 2015Network structure of multivariate time series253 cited
  • 2016Changing dynamics: Time-varying autoregressive models using generalized additive modeling.192 cited
  • 2019Latent Variable Models and Networks: Statistical Equivalence and Testability160 cited
  • 2019Critical Fluctuations as an Early-Warning Signal for Sudden Gains and Losses in Patients Receiving Psychotherapy for Mood Disorders146 cited
  • 1967A general theory of polynomial conjoint measurement117 cited
  • 2004The fractal dynamics of self-esteem and physical self.115 cited
  • 2017Interaction-Dominant Causation in Mind and Brain, and Its Implication for Questions of Generalization and Replication100 cited
  • 2012An interaction-dominant perspective on reading fluency and dyslexia94 cited

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  • 2019Destabilization in self-ratings of the psychotherapeutic process is associated with better treatment outcome in patients with mood disorders78 cited
  • 2010Situated Behavior and the Place of Measurement in Psychological Theory61 cited
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    • 2022A within-person approach to the relation between quality of task motivation, performance and job satisfaction in everyday working life17 cited
    • 2023Understanding and shaping complex social psychological systems: Lessons from an emerging paradigm to thrive in an uncertain world1 cited