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Changing dynamics: Time-varying autoregressive models using generalized additive modeling.
16 references·16 citing·39 second hopsampled
Changing dynamics: Time-varying autoregressive models using generalized additive modeling. (2016)Changing dynamics: Time-varying autoregre…Intensive Longitudinal Methods: An Introduction to Diary and Experience Sampling Research (2013)Intensive Longitudinal Method…A Network Approach to Psychopathology: New Insights into Clinical Longitudinal Data (2013)A Network Approach to Psychop…Handbook of research methods for studying daily life (2012)Handbook of research methods …Ambulatory Assessment (2012)Ambulatory AssessmentEmotional Inertia and Psychological Maladjustment (2010)Emotional Inertia and Psychol…The New Person-Specific Paradigm in Psychology (2009)The New Person-Specific Parad…Latent Variable Modeling of Differences and Changes with Longitudinal Data (2008)Latent Variable Modeling of D…Analysis of affective instability in ecological momentary assessment: Indices using successive difference and group comparison via multilevel modeling. 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(1991)Testing the Null Hypothesis o…A Dynamic Factor Model for the Analysis of Multivariate Time Series (1985)A Dynamic Factor Model for th…Distribution of the Estimators for Autoregressive Time Series With a Unit Root (1979)Distribution of the Estimator…Distribution of the Estimators for Autoregressive Time Series with a Unit Root (1979)Distribution of the Estimator…So You Want to Do ESM? 10 Essential Topics for Implementing the Experience-Sampling Method (2024)So You Want to Do ESM? 10 Ess…Network analysis: An overview for mental health research (2024)Network analysis: An overview…Depressive symptoms as a heterogeneous and constantly evolving dynamical system: Idiographic depressive symptom networks of rapid symptom changes among persons with major depressive disorder. 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Transdiagnostic implications from a complex systems perspective on psychopathology (2018)Can we predict the direction …A multivariate statistical model for emotion dynamics. (2017)A multivariate statistical mo…Testing for a Unit Root in Time Series Regression (1988)A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test (1999)Unit root tests for panel data (2001)Modelling Asymmetric Cointegration and Dynamic Multipliers in a Nonlinear ARDL Framework (2014)A Monetary History of the United States 1867-1960 (1964)Time Series Analysis Forecasting and Control. (1971)Time Series Analysis: Forecasting and Control (1977)Statistical analysis of cointegration vectors (1988)Bounds testing approaches to the analysis of level relationships (2001)A Manifesto on Psychology as Idiographic Science: Bringing the Person Back Into Scientific Psychology, This Time Forever (2004)Social network changes and life events across the life span: A meta-analysis. 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References

  • 1979Distribution of the Estimators for Autoregressive Time Series with a Unit Root23,183 cited
  • 1992Testing the null hypothesis of stationarity against the alternative of a unit root12,634 cited
  • 1979Distribution of the Estimators for Autoregressive Time Series With a Unit Root9,128 cited
  • 2002Diary Methods: Capturing Life as it is Lived3,834 cited
  • 2012Handbook of research methods for studying daily life2,111 cited
  • 2013Intensive Longitudinal Methods: An Introduction to Diary and Experience Sampling Research2,046 cited
  • 2008Latent Variable Modeling of Differences and Changes with Longitudinal Data1,945 cited
  • 1991Testing the Null Hypothesis of Stationarity Against the Alternative of a Unit Root: How Sure Are We That Economic Time Series Have a Unit Root?1,589 cited
  • 2000State-Space Models with Regime-Switching: Classical and Gibbs Sampling Approaches with Applications1,153 cited
  • 2009The New Person-Specific Paradigm in Psychology1,088 cited
  • 2003Experience Sampling: Promises and Pitfalls, Strengths and Weaknesses825 cited
  • 2012Ambulatory Assessment754 cited
  • 2010Emotional Inertia and Psychological Maladjustment729 cited
  • 2013A Network Approach to Psychopathology: New Insights into Clinical Longitudinal Data687 cited

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2008
Analysis of affective instability in ecological momentary assessment: Indices using successive difference and group comparison via multilevel modeling.
592 cited
  • 1985A Dynamic Factor Model for the Analysis of Multivariate Time Series466 cited
  • Cited by

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    • 2018Modeling Nonstationary Emotion Dynamics in Dyads using a Time-Varying Vector-Autoregressive Model138 cited
    • 2020Early Warning Signals Based on Momentary Affect Dynamics can Expose Nearby Transitions in Depression: A Confirmatory Single-Subject Time-Series Study102 cited
    • 2019A Clinician’s Primer for Idiographic Research: Considerations and Recommendations90 cited
    • 2020Feasibility and utility of idiographic models in the clinic: A pilot study83 cited
    • 2018Can we predict the direction of sudden shifts in symptoms? Transdiagnostic implications from a complex systems perspective on psychopathology82 cited
    • 2020Examining temporal dynamics of self-regulated learning behaviors in STEM learning: A network approach80 cited
    • 2021Early warning signals and critical transitions in psychopathology: challenges and recommendations80 cited
    • 2020Time series analysis of intensive longitudinal data in psychosomatic research: A methodological overview68 cited
    • 2019Modelling suicide ideation from beep to beep: Application of network analysis to ecological momentary assessment data66 cited
    • 2024So You Want to Do ESM? 10 Essential Topics for Implementing the Experience-Sampling Method65 cited
    • 2024Depressive symptoms as a heterogeneous and constantly evolving dynamical system: Idiographic depressive symptom networks of rapid symptom changes among persons with major depressive disorder.63 cited
    • 2018The Differential Time-Varying Effect Model (DTVEM): A tool for diagnosing and modeling time lags in intensive longitudinal data63 cited
    • 2017A multivariate statistical model for emotion dynamics.60 cited
    • 2020Complexity in psychological self-ratings: implications for research and practice56 cited