ctsem (2.9.0)

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Continuous Time Structural Equation Modelling.


A hierarchical, multivariate, continuous (and discrete) time dynamic modelling package for panel and time series data, using 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 and non-linearity 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. Bayesian formulation not available on 32 bit Windows systems.

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

License: GPL-3

Uses: corrplot, data.table, DEoptim, KernSmooth, MASS, Matrix, mvtnorm, OpenMx, plyr, Rcpp, rstan, rstantools, shiny, ucminf, testthat, knitr

Released 9 days ago.

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