PSM (0.8-11)

Non-Linear Mixed-Effects Modelling using Stochastic Differential Equations.

Functions for fitting linear and non-linear mixed-effects models using stochastic differential equations (SDEs). The provided pipeline relies on the coupling of the FOCE algorithm and Kalman filtering as outlined by Klim et al (2009) and has been validated against the proprietary software NONMEM (Torne et al, 2005, ). Further functions are provided for finding smoothed estimates of model states and for simulation. The package allows for any multivariate non-linear time-variant model to be specified, and it also handles multidimensional input, covariates, missing observations, and specification of dosage regimen.

Maintainer: Robert Miller
Author(s): Stig Bousgaard Mortensen <>, Sren Klim <>

License: GPL (>= 2)

Uses: deSolve, MASS, numDeriv, ucminf
Reverse suggests: ctsem

Released over 2 years ago.