PSM-package {PSM} | R Documentation |
Mixed-effects models using Stochastic Differential Equations
This package provides functions for estimation and simulation of multivariate linear and non-linear mixed-effects models using stochastic differential equations. The package allows for multidimensional input, specification of dosage regimen and is able to return smoothed estimates of model states.
Function overview:
PSM.estimate
Estimate population parameters for any linear model.
PSM.smooth
Optimal estimates of model states based on estimated parameters.
PSM.simulate
Simulate data for multiple individuals.
For further details please also read the package vignette pdf-document by writing vignette("PSM") in R.
Stig B. Mortensen and Søren Klim
Maintainer: Søren Klim <skl@imm.dtu.dk>
Stig B. Mortensen, Søren Klim, Bernd Dammann, Niels R. Kristensen, Henrik Madsen, Rune V. Overgaard. A matlab framework for estimation of NLME models using stochastic differential equations: Application for estimation of insulin secretion rates. J Pharmacokinet Pharmacodyn (2007) 34:623-642.
Web: http://www.imm.dtu.dk/psm
PSM.estimate
, PSM.smooth
,
PSM.simulate
, PSM.template