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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Differential Equation Modeling Is the Language of Change (2013)

Many applied statistical problems address how change two variables are related. In this chapter derivatives are presented as a language...
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Generalized Orthogonal Derivative Estimates (GOLD) (2010)

The fitting of dynamical systems can be improved by estimating derivatives in a manner similar to that used to fit...
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Perceived Emotion Control During Later Life (2011)

The relationship between global emotion control beliefs and daily affect reports across 56 days were assessed in a sample of...
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Dynamical systems and models of continuous time (2013)

Historically, it has been easier to describe differences between groups of people, rather than describe the dynamic ways that people...
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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...
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Longitudinal Data Analysis (2015)

This essay reviews emerging trends in modeling repeated measures data. Three longitudinal models are discussed: panel model designs, growth curve...
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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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Dynamical Systems Approaches (2016)

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