Intraindividual

Quantitative Modeling of Repeated Observations from Individuals & Groups

Connections

Dynamical Systems

Fun with Attractors: A fun introduction to the concept of attractors

Programming/Statistics

OpenMx: An R package for SEM and Matrix Algebra Optimization  

R: A free program for analyzing data

Statistical Distributions: Figure of the relationships between many distributions

Welcome!


Time-Delay Embedding & Derivative Estimation

Substantive Work

Dynamic and Dynamical Systems

Exact Discrete Model

Other Work


Pascal R. Deboeck

Connections

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The Reservoir Model of Psychological Capacity (2013)

This article describes a model based on a reservoir. This model might be useful for constructs (e.g., stress), where events...
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Gauging Driver Performance (2011)

This paper examines the estimation of derivatives from in-vehicle measures of vehicle control such as steering wheel angle. At very...
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Mood Oscillations Weather and RCBD (2008)

Rapid Cycling Bipolar Disorder outpatients completed twice-daily mood self-ratings for 3 consecutive months. These ratings were matched with local measurements...
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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...
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Resilience-As-Process: Negative Affect & Stress (2010)

Resilience is often considered both a trait and a process. The current study proposes a new way to conceptualize resilience-as-process...
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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...
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Modeling Noisy Data with Observed and Expected Matrices (2010)

Using embedded and observed data matrices, a statistical approach to differential equation modeling is presented. This approach appears robust to...
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Modeling Non-Linear Dynamics (2011)

This chapter introduces one approach to describing constructs that consist of easily reversed, short–term changes — data that is often...
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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...
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Modeling Oscillators Using Surrogate Data Analysis (2008)

Methods for fitting the damped linear oscillator model using differential equation modeling can yield biased parameter estimates when applied to...
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