ctsem (2.3.1)

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Continuous Time Structural Equation Modelling.

https://github.com/cdriveraus/ctsem
http://cran.r-project.org/web/packages/ctsem

A multivariate continuous (and discrete) time dynamic modelling package for panel and time series data, using linear stochastic differential equations. Contains a faster frequentist set of functions using OpenMx for single subject and mixed-effects (random intercepts only) structural equation models, or a hierarchical Bayesian implementation using Stan that allows for random effects over all model parameters. Allows for modelling of multiple noisy measurements of multiple stochastic processes, time varying input / event covariates, and time invariant covariates used to predict the parameters.

Maintainer: Charles Driver
Author(s): Charles Driver [aut, cre, cph], Manuel Voelkle [aut, cph], Han Oud [aut, cph]

License: GPL-3

Uses: Matrix, OpenMx, plyr, Rcpp, rstan, cts, testthat, knitr, yuima, shinystan

Released 21 days ago.


10 previous versions

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