Intraindividual

Quantitative Modeling of Repeated Observations from Individuals & Groups

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Differing Perspectives on Time Alter Mediation Inferences (2018)

Time is unlike any other variable. This chapter considers the difference in perspectives offered by discrete-time and continuous-time approached to...

No Need to be Discrete: Continuous Time Mediation (2015)

Mediation models based on cross-sectional data can produce unexpected estimates, so much so that making longitudinal or causal inferences is...

Using Derivatives to Articulate Change Theories (2015)

A wide variety of models can be understood in terms of the level, velocity, and acceleration of constructs: the zeroth,...

Stress dissipation effects on health and well-being (2014)

Daily data from the NDHWB (n = 783; age range 37–90) were analyzed to produce ‘dynamic characteristic’ estimates of stress...

Smoothing–Independent Estimation of Oscillators (2009)

This article considers the estimation of damped linear oscillators with psychological data. The formulas of the new method presented in...

Attachment Changes predicting Depression and Anxiety Changes (2017)

Two studies examined the role short-term changes in adult attachment and mindfulness play in depression and general anxiety.

Integration of Stochastic Differential Equations (2016)

Stochastic differential equation (SDE) models are a promising method for modeling intraindividual change and variability. This method uses structural equation...

Empirical Bayes Derivative Estimates (2020)

This article proposes a new method for estimating derivatives on calculating the Empirical Bayes estimates of derivatives from a mixed...

Dynamical Systems Approaches (2016)

This is an introduction to dynamical systems ideas. Dynamical systems are mathematical models of one or more constructs that change...

An Application of Continuous Time Models to Prevention Research (2021)

Effective interventions may not be limited to changing means, but instead may also include changes to how variables affect each...