OpenMx: Oscillator_data – R documentation

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Oscillator_data

Oscillator Data for Latent Differential Equations

Description

Data set used in some of OpenMx's examples, for instance the LDE demo. The data were simulated by Steven M. Boker according to a noisy oscillator model.

Usage

data("Oscillator")

Format

A data frame with 100 observations on the following 1 numeric variable.

x: Noisy oscillator value

Details

The data appear to be sinusoidal with exponential decay on the amplitude. The rows of data are different times. The column is the variable.

Source

Simulated. Pulled from https://openmx.ssri.psu.edu/thread/144

References

Boker, S., Neale, M., & Rausch, J. (2004). Latent differential equation modeling with multivariate multi-occasion indicators. In Recent developments on structural equation models van Montfort, K., Oud, H, and Satorra, A. (Eds.). 151-174. Springer, Dordrecht.

Examples

data(Oscillator)
plot(Oscillator$x, type='l')

OpenMx

Extended Structural Equation Modelling

v2.19.5

Apache License (== 2.0)

Authors

Steven M. Boker [aut], Michael C. Neale [aut], Hermine H. Maes [aut], Michael J. Wilde [ctb], Michael Spiegel [aut], Timothy R. Brick [aut], Ryne Estabrook [aut], Timothy C. Bates [aut], Paras Mehta [ctb], Timo von Oertzen [ctb], Ross J. Gore [aut], Michael D. Hunter [aut], Daniel C. Hackett [ctb], Julian Karch [ctb], Andreas M. Brandmaier [ctb], Joshua N. Pritikin [aut, cre], Mahsa Zahery [aut], Robert M. Kirkpatrick [aut], Yang Wang [ctb], Ben Goodrich [ctb], Charles Driver [ctb], Massachusetts Institute of Technology [cph], S. G. Johnson [cph], Association for Computing Machinery [cph], Dieter Kraft [cph], Stefan Wilhelm [cph], Sarah Medland [cph], Carl F. Falk [cph], Matt Keller [cph], Manjunath B G [cph], The Regents of the University of California [cph], Lester Ingber [cph], Wong Shao Voon [cph], Juan Palacios [cph], Jiang Yang [cph], Gael Guennebaud [cph], Jitse Niesen [cph]

Initial release

2021-03-26